awesome-awesomeness/html/certificates.md2.html

<p><img alt="awesome-certificates.png" src="https://github.com/PanXProject/awesome-certificates/blob/main/media/awesome-certificates.png?raw=true" data-hpc="true"></p>
<h1 id="awesome-certificates-awesome-gitter-discord">Awesome
Certificates <a href="https://awesome.re"><img
src="https://awesome.re/badge-flat2.svg" alt="Awesome" /></a> <a
href="https://gitter.im/PanXProject/awesome-certificates?utm_source=badge&amp;utm_medium=badge&amp;utm_campaign=pr-badge"><img
src="https://badges.gitter.im/PanXProject/awesome-certificates.svg"
alt="Gitter" /></a> <a href="https://discord.com/invite/3kSS9dvnPz"><img
src="https://badgen.net/badge/icon/discord?icon=discord&amp;label"
alt="Discord" /></a></h1>
<!-- markdown-link-check-disable -->
<p><a
href="https://github.com/PanXProject/awesome-certificates/blob/main/CONTRIBUTING.md">Contribution
guidelines</a> / <a
href="https://github.com/PanXProject/awesome-certificates/compare">Add a
course/certificate</a> <!-- markdown-link-check-enable --> A curated of
list of IT, computer science, design and business courses with
certificates &amp; digital badges to earn upon completion.</p>
<p>Each course on the list is free to take as well as the badge and
certificate.</p>
The list is organized as follows:
<ol>
<li>
Course/certificate title
</li>
<li>
Course provider/certificate issuer name
</li>
<li>
Level of diffculty(Beginner, Intermediate or Professional)
</li>
<li>
Course/certificate duration in hours
</li>
<li>
Reward(🏅= Digital Badge or 🏆 = Certificate of Completion)
</li>
</ol>
<p><b>Want to contribute to this list?</b> <br> Fork this
<a href="https://github.com/PanXProject/awesome-certificates/fork" target="_blank" rel="noopener noreferrer">repo</a>,
make the changes on the <code>readme.md</code> file and then open a
<a href="https://github.com/PanXProject/awesome-certificates/compare" target="_blank" rel="noopener noreferrer">new
issue</a>. Make sure to check out both the
<a href="https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md" target="_blank" rel="noopener noreferrer">contribution</a>
and
<a href="https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md" target="_blank" rel="noopener noreferrer">pull
request</a> guidelines.</p>
<p><b>Have ideas on how to improve this list or features you’d like to
see?</b> <br> Kindly mention it
<a href="https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=feature_request.md&title=%5BFEATURE%5D" target="_blank" rel="noopener noreferrer">here</a>
by opening a new issue and we will do our best to address it.</p>
<p><b>Can’t find the certificate you’re looking for?</b> <br> Request it
<a href="https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=certificate-request.md&title=%5BCERTIFICATE%5D" target="_blank" rel="noopener noreferrer">here</a>
and we will find for you.</p>
<p><b>Something isn’t quite right?</b> <br> Report it
<a href="https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=bug_report.md&title=%5BBUG%5D" target="_blank" rel="noopener noreferrer">here</a>.</p>
<h2 id="contents">Contents</h2>
<ul>
<li><a href="#security">Security</a></li>
<li><a href="#front-end">Front-End</a></li>
<li><a href="#back-end">Back-End</a></li>
<li><a href="#blockchain">Blockchain</a></li>
<li><a href="#data-analysis-and-visualization">Data Analysis and
Visualization</a></li>
<li><a href="#statistics">Statistics</a></li>
<li><a href="#data-science">Data Science</a></li>
<li><a href="#big-data">Big Data</a></li>
<li><a href="#machine-and-deep-learning">Machine and Deep
Learning</a></li>
<li><a href="#artificial-intelligence">Artificial Intelligence</a></li>
<li><a href="#networking">Networking</a></li>
<li><a href="#operating-systems">Operating Systems</a></li>
<li><a href="#electrical-engineering">Electrical Engineering</a></li>
<li><a href="#robotics-and-iot">Robotics and IoT</a></li>
<li><a href="#chatbots">Chatbots</a></li>
<li><a href="#cloud-computing">Cloud Computing</a></li>
<li><a href="#game-development">Game Development</a></li>
<li><a href="#mobile-app-development">Mobile App Development</a></li>
<li><a href="#devops">DevOps</a></li>
<li><a href="#programming-languages">Programming Languages</a></li>
<li><a href="#theories-and-concepts">Computer Theories and
Concepts</a></li>
<li><a href="#business">Business</a></li>
<li><a href="#design">Design</a></li>
<li><a href="#other-awesome-lists">Other Awesome Lists</a></li>
</ul>
<h2 id="security">Security</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/cybersecurity/introduction-cybersecurity" target="_blank" rel="noopener noreferrer">Intro
to Cybersecurity</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">15</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/cisco/badge/introduction-to-cybersecurity" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/cybersecurity/cybersecurity-essentials" target="_blank" rel="noopener noreferrer">Cybersecurity
Essentials</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">30</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/cisco/badge/cybersecurity-essentials" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/packet-tracer" target="_blank" rel="noopener noreferrer">Intro
to Packet Tracer</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">10</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/cisco/badge/introduction-to-packet-tracer" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://skills.yourlearning.ibm.com/activity/ILB-DNRPWDGQGMMY7GGD" target="_blank" rel="noopener noreferrer">Cybersecurity
Fundamentals</a></td>
<td style="text-align: left;">IBM / SkillsBuild</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">10</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/cybersecurity-fundamentals" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/information-security/" target="_blank" rel="noopener noreferrer">Information
Security Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tryhackme.com/path/outline/jrpenetrationtester" target="_blank" rel="noopener noreferrer">JR
Penetration Tester</a></td>
<td style="text-align: left;">TryHackMe</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">64</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tryhackme.com/path/outline/blueteam" target="_blank" rel="noopener noreferrer">Cyber
Defense</a></td>
<td style="text-align: left;">TryHackMe</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">48</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tryhackme.com/path/outline/redteaming" target="_blank" rel="noopener noreferrer">Red
Teaming</a></td>
<td style="text-align: left;">TryHackMe</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">48</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tryhackme.com/path/outline/pentesting" target="_blank" rel="noopener noreferrer">Offensive
Testing</a></td>
<td style="text-align: left;">TryHackMe</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">47</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tryhackme.com/path/outline/pentestplus" target="_blank" rel="noopener noreferrer">Comptia
Pentest+</a></td>
<td style="text-align: left;">TryHackMe</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">51</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tryhackme.com/path/outline/web" target="_blank" rel="noopener noreferrer">Web
Fundamentals</a></td>
<td style="text-align: left;">TryHackMe</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">32</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.isc2.org/certifications/cc" target="_blank" rel="noopener noreferrer">Certified
in Cybersecurity</a></td>
<td style="text-align: left;">ISC2</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">14</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/isc2/badge/certified-in-cybersecurity-cc" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://training.fortinet.com/local/staticpage/view.php?page=fcf_cybersecurity" target="_blank" rel="noopener noreferrer">Fortinet
Certified Fundamentals in Cybersecurity</a></td>
<td style="text-align: left;">Fortinet Training Institute</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">10</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/fortinet/badge/fortinet-certified-fundamentals-cybersecurity" target="_blank" rel="noopener noreferrer">🏆</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://training.fortinet.com/local/staticpage/view.php?page=fca_cybersecurity" target="_blank" rel="noopener noreferrer">Fortinet
Certified Associate in Cybersecurity</a></td>
<td style="text-align: left;">Fortinet Training Institute</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">6</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/fortinet/badge/fortinet-certified-associate-cybersecurity.1" target="_blank" rel="noopener noreferrer">🏆</a></td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="front-end">Front-End</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/2022/responsive-web-design/" target="_blank" rel="noopener noreferrer">Responsive
Web Design Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/front-end-development-libraries/" target="_blank" rel="noopener noreferrer">Front-End
Libraries Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.lambdatest.com/certifications/selenium-101" target="_blank" rel="noopener noreferrer">Selenium
101</a></td>
<td style="text-align: left;">LambdaTest</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/angular_basic" target="_blank" rel="noopener noreferrer">Angular</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/react_basic" target="_blank" rel="noopener noreferrer">React</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/nodejs_intermediate" target="_blank" rel="noopener noreferrer">Node.js</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="back-end">Back-End</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/back-end-development-and-apis/" target="_blank" rel="noopener noreferrer">Back
End Development and APIs Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=93" target="_blank" rel="noopener noreferrer">CS403:
Introduction to Modern Database Systems</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">42</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/rest_api_intermediate" target="_blank" rel="noopener noreferrer">REST
API</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M001/about" target="_blank" rel="noopener noreferrer">MongoDB
Basics</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">8.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M100/about" target="_blank" rel="noopener noreferrer">MongoDB
for SQL Pros</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">2</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M103/about" target="_blank" rel="noopener noreferrer">MongoDB
Cluster Adminstration</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">9.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M121/about" target="_blank" rel="noopener noreferrer">MongoDB
Aggregation Framework</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">9</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/T101/about" target="_blank" rel="noopener noreferrer">Crafting
Conference Abstracts</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/A300/about" target="_blank" rel="noopener noreferrer">Atlas
Security</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M201/about" target="_blank" rel="noopener noreferrer">MongoDB
Performance</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">7</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M220J/about" target="_blank" rel="noopener noreferrer">MongoDB
for Java Developers</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">7.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M220JS/about" target="_blank" rel="noopener noreferrer">MongoDB
for JavaScript Developers</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">6.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M220N/about" target="_blank" rel="noopener noreferrer">MongoDB
for .NET Developers</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">6.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M220P/about" target="_blank" rel="noopener noreferrer">MongoDB
for Python Developers</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">6.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M312/about" target="_blank" rel="noopener noreferrer">Diagnostics
and Debugging for MongoDB</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">6.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://university.mongodb.com/courses/M320/about" target="_blank" rel="noopener noreferrer">MongoDB
Data Modeling</a></td>
<td style="text-align: left;">MongoDB</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">7</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/intro-to-sql" target="_blank" rel="noopener noreferrer">Intro
to SQL</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/advanced-sql" target="_blank" rel="noopener noreferrer">Advanced
SQL</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="blockchain">Blockchain</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://courses.cfte.education/free-online-blockchain-masterclass/" target="_blank" rel="noopener noreferrer">Blockchain
Masterclass</a></td>
<td style="text-align: left;">Centre for Finance, Technology and
Entrepreneurship</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">-</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=500" target="_blank" rel="noopener noreferrer">Bitcoin
for Developers</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">18</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="data-analysis-and-visualization">Data Analysis and
Visualization</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/data-analysis-python" target="_blank" rel="noopener noreferrer">Data
Analysis with Python</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/data-analysis-using-python" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/data-analysis-with-python/" target="_blank" rel="noopener noreferrer">Data
Analysis with Python Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/data-visualization-with-python" target="_blank" rel="noopener noreferrer">Data
Visualization with Python</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/data-visualization-using-python" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/data-visualization-with-r/" target="_blank" rel="noopener noreferrer">Data
Visualization with R</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/data-visualization-with-r" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/data-visualization/" target="_blank" rel="noopener noreferrer">Data
Visualization Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/data-visualization" target="_blank" rel="noopener noreferrer">Data
Visualization</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/data-cleaning" target="_blank" rel="noopener noreferrer">Data
Cleaning</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="statistics">Statistics</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/statistics-101" target="_blank" rel="noopener noreferrer">Statistics
101</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/statistics-101" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="data-science">Data Science</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/data-science-methodology-2" target="_blank" rel="noopener noreferrer">Data
Science Methodologies</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/data-science-methodologies" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/data-science-101/" target="_blank" rel="noopener noreferrer">Data
Science 101</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/data-science-foundations-level-1" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/data-science-hands-open-source-tools-2" target="_blank" rel="noopener noreferrer">Data
Science Tools</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/data-science-tools" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/python-for-data-science" target="_blank" rel="noopener noreferrer">Python
for Data Science</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/python-for-data-science" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="big-data">Big Data</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/what-is-big-data" target="_blank" rel="noopener noreferrer">Big
Data Foundations - Level 1</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/big-data-foundations-level-1" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0111EN+2016" target="_blank" rel="noopener noreferrer">Hadoop
Foundations - Level 1</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/hadoop-foundations-level-1" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/what-is-spark" target="_blank" rel="noopener noreferrer">Spark
Fundamentals I</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">5</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/spark-level-1" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="machine-and-deep-learning">Machine and Deep Learning</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/introduction-deep-learning" target="_blank" rel="noopener noreferrer">Deep
Learning Fundamentals</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/deep-learning-essentials" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/deep-learning-tensorflow" target="_blank" rel="noopener noreferrer">Deep
Learning with TensorFlow</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/deep-learning-using-tensorflow" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/machine-learning-with-python/" target="_blank" rel="noopener noreferrer">Machine
Learning with Python</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/machine-learning-with-python-level-1" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/machine-learning-with-python/" target="_blank" rel="noopener noreferrer">Machine
Learning with Python Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/intro-to-machine-learning" target="_blank" rel="noopener noreferrer">Intro
to Machine Learning</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/intermediate-machine-learning" target="_blank" rel="noopener noreferrer">Intermediate
Machine Learning</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/machine-learning-explainability" target="_blank" rel="noopener noreferrer">Machine
Learning Explainability</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/intro-to-deep-learning" target="_blank" rel="noopener noreferrer">Intro
to Deep Learning</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/time-series" target="_blank" rel="noopener noreferrer">Time
Series</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/feature-engineering" target="_blank" rel="noopener noreferrer">Feature
Engineering</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/computer-vision" target="_blank" rel="noopener noreferrer">Computer
Vision</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="artificial-intelligence">Artificial Intelligence</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.elementsofai.com/" target="_blank" rel="noopener noreferrer">Elements
of AI</a></td>
<td style="text-align: left;">University of Helsinki</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">30</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/intro-to-ai-ethics" target="_blank" rel="noopener noreferrer">Intro
to AI Ethics</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning" target="_blank" rel="noopener noreferrer">Intro
to Game AI and Reinforcement Learning</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.cloudskillsboost.google/course_templates/536" target="_blank" rel="noopener noreferrer">Introduction
to Generative AI</a></td>
<td style="text-align: left;">Google Cloud Skills Boost</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">0.75</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering" target="_blank" rel="noopener noreferrer">Foundations
of Prompt Engineering</a></td>
<td style="text-align: left;">Amazon</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers" target="_blank" rel="noopener noreferrer">Generative
AI for Decision Makers</a></td>
<td style="text-align: left;">Amazon</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.databricks.com/resources/learn/training/generative-ai-fundamentals" target="_blank" rel="noopener noreferrer">Generative
AI Fundamentals</a></td>
<td style="text-align: left;">Data Bricks</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.5</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin" target="_blank" rel="noopener noreferrer">Career
Essentials in Generative AI</a></td>
<td style="text-align: left;">LinkedIn &amp; Microsoft</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.deeplearning.ai/short-courses/prompt-engineering-for-vision-models/" target="_blank" rel="noopener noreferrer">Prompt
Engineering for Vision Models</a></td>
<td style="text-align: left;">DeepLearning.AI &amp; Comet</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="networking">Networking</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/networking/networking-essentials" target="_blank" rel="noopener noreferrer">Networking
Essentials</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">70</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/cisco/badge/networking-essentials" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=84" target="_blank" rel="noopener noreferrer">CS402:
Computer Communications and Networks</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">60</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="operating-systems">Operating Systems</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/os-it/ndg-linux-unhatched" target="_blank" rel="noopener noreferrer">NDG
Linux Unhatched</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">8</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/os-it/ndg-linux-essentials" target="_blank" rel="noopener noreferrer">NDG
Linux Essentials</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">70</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=94" target="_blank" rel="noopener noreferrer">CS401:
Operating Systems</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">120</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="electrical-engineering">Electrical Engineering</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.open.edu/openlearn/science-maths-technology/an-introduction-electronics/" target="_blank" rel="noopener noreferrer">Introduction
to Electronics</a></td>
<td style="text-align: left;">Open University</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">10</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.open.edu/openlearn/science-maths-technology/electronic-applications/" target="_blank" rel="noopener noreferrer">Electronic
Applications</a></td>
<td style="text-align: left;">Open University</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">10</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.academyeurope.org/courses/engineering-technology/embedded-systems-computer-course/" target="_blank" rel="noopener noreferrer">Embedded
Systems</a></td>
<td style="text-align: left;">Academy Europe</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">30</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.mindluster.com/certificate/2234" target="_blank" rel="noopener noreferrer">Embedded
Systems ES</a></td>
<td style="text-align: left;">Mind Luster</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">8</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="robotics-and-iot">Robotics and IoT</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/iot/introduction-iot" target="_blank" rel="noopener noreferrer">Introduction
to IoT</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">20</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/cisco/badge/introduction-to-iot" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/build-robots-with-tjbot" target="_blank" rel="noopener noreferrer">Building
Robots with TJBot</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="chatbots">Chatbots</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/chatbot-course" target="_blank" rel="noopener noreferrer">How
to Build Chatbots</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="cloud-computing">Cloud Computing</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/ibm-cloud-essentials" target="_blank" rel="noopener noreferrer">IBM
Cloud Essentials</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/ibm-cloud-essentials.2" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://codered.eccouncil.org/course/a-practical-introduction-to-cloud-computing" target="_blank" rel="noopener noreferrer">Introduction
to Cloud Computing</a></td>
<td style="text-align: left;">EC-Council</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://explore.skillbuilder.aws/learn/public/learning_plan/view/82/cloud-essentials-knowledge-badge-readiness-path" target="_blank" rel="noopener noreferrer">Cloud
Essentials Knowledge</a></td>
<td style="text-align: left;">Amazon</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">10</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="game-development">Game Development</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.unity.com/pathway/unity-essentials" target="_blank" rel="noopener noreferrer">Unity
Essentials</a></td>
<td style="text-align: left;">Unity</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">336</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/unity/badge/unity-essentials-pathway" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.unity.com/pathway/junior-programmer" target="_blank" rel="noopener noreferrer">Junior
Programmer</a></td>
<td style="text-align: left;">Unity</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">2000</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/unity/badge/unity-junior-programmer" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.unity.com/pathway/creative-core" target="_blank" rel="noopener noreferrer">Creative
Core</a></td>
<td style="text-align: left;">Unity</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1680</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/unity/badge/unity-creative-core" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.unity.com/pathway/vr-development" target="_blank" rel="noopener noreferrer">VR
Development</a></td>
<td style="text-align: left;">Unity</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1000</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/unity/badge/unity-vr-development" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.unity.com/pathway/mobile-ar-development" target="_blank" rel="noopener noreferrer">Mobile
AR Development</a></td>
<td style="text-align: left;">Unity</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1344</td>
<td
style="text-align: center;"><a href="https://www.credly.com/org/unity/badge/unity-mobile-ar-development" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="mobile-app-development">Mobile App Development</h2>
<h3 id="cross-platform-development">Cross-platform Development</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://developers.google.com/learn/pathways/intro-to-flutter" target="_blank" rel="noopener noreferrer">Intro
to Flutter</a></td>
<td style="text-align: left;">Google</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.2</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://codehs.com/playlist/hour-of-code-3111" target="_blank" rel="noopener noreferrer">React
Native</a></td>
<td style="text-align: left;">CodeHS</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cursa.app/en/free-online-courses/react-native" target="_blank" rel="noopener noreferrer">React
Native for Beginners</a></td>
<td style="text-align: left;">Cursa</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?react_native_html_to_jsx" target="_blank" rel="noopener noreferrer">React
Native HTML to JSX</a></td>
<td style="text-align: left;">Umaine New Media</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">0.2</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?react_native_css_to_jsx" target="_blank" rel="noopener noreferrer">React
Native CSS to JSX</a></td>
<td style="text-align: left;">Umaine New Media</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">0.2</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="native-development">Native Development</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://codered.eccouncil.org/course/android-bug-bounty-hunting-hunt-like-a-rat" target="_blank" rel="noopener noreferrer">Android
Bug Bounty Hunting: Hunt Like a Rat</a></td>
<td style="text-align: left;">EC-Council</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://developers.google.com/profile/badges/tier/courses/android/android-development-with-kotlin" target="_blank" rel="noopener noreferrer">Android
App Development with Kotlin</a></td>
<td style="text-align: left;">Google</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">20</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="devops">DevOps</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/learn/containers-k8s-and-istio-on-ibm-cloud" target="_blank" rel="noopener noreferrer">Containers,
K8s and Istio on IBM cloud</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">9</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/containers-k8s-and-istio-on-ibm-cloud" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/docker-essentials" target="_blank" rel="noopener noreferrer">Docker
Essentials</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/docker-essentials-a-developer-introduction" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/kubernetes-course" target="_blank" rel="noopener noreferrer">Introduction
to Containers, Kubernetes, and OpenShift</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-essentials" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="programming-languages">Programming Languages</h2>
<h3 id="c">C</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=65" target="_blank" rel="noopener noreferrer">CS107:
C++ Programming</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">40</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/c_sharp_basic" target="_blank" rel="noopener noreferrer">C#</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/foundational-c-sharp-with-microsoft" target="_blank" rel="noopener noreferrer">Foundational
C# with Microsoft</a></td>
<td style="text-align: left;">freeCodeCamp</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">35</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="cypher">Cypher</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://memgraph.com/learn-cypher-query-language" target="_blank" rel="noopener noreferrer">Cypher
Query Language</a></td>
<td style="text-align: left;">Memgraph</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="java">Java</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/java_basic" target="_blank" rel="noopener noreferrer">Java</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="javascript">JavaScript</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/" target="_blank" rel="noopener noreferrer">JavaScript
Algorithms and Data Structures Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/javascript_basic" target="_blank" rel="noopener noreferrer">JavaScript</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="r">R</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/r-101" target="_blank" rel="noopener noreferrer">R
101</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/r-essentials" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://cognitiveclass.ai/courses/using-r-with-databases/" target="_blank" rel="noopener noreferrer">Using
R with Databases</a></td>
<td style="text-align: left;">IBM / Cognitive Class</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">3</td>
<td
style="text-align: center;"><a href="https://www.youracclaim.com/org/ibm/badge/using-r-with-databases" target="_blank" rel="noopener noreferrer">🏅</a></td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/r_basic" target="_blank" rel="noopener noreferrer">R</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="python">Python</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.netacad.com/courses/programming/pcap-programming-essentials-python" target="_blank" rel="noopener noreferrer">Programming
Essentials In Python</a></td>
<td style="text-align: left;">Cisco Networking Academy</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">70</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/scientific-computing-with-python/" target="_blank" rel="noopener noreferrer">Scientific
Computing with Python Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/python_basic" target="_blank" rel="noopener noreferrer">Python</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://memgraph.com/blog/learn-graph-analytics-with-python" target="_blank" rel="noopener noreferrer">Intro
to Graph Analytics in Python free course</a></td>
<td style="text-align: left;">Memgraph</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">3</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/python" target="_blank" rel="noopener noreferrer">Python</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/pandas" target="_blank" rel="noopener noreferrer">Pandas</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/intro-to-programming" target="_blank" rel="noopener noreferrer">Intro
to Programming</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="theories-and-concepts">Theories and Concepts</h2>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.freecodecamp.org/learn/quality-assurance/" target="_blank" rel="noopener noreferrer">Quality
Assurance Certification</a></td>
<td style="text-align: left;">FreeCodeCamp</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">300</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=6" target="_blank" rel="noopener noreferrer">CS101:
Introduction to Computer Science I</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">52</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=64" target="_blank" rel="noopener noreferrer">CS102:
Introduction to Computer Science II</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">42</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=66" target="_blank" rel="noopener noreferrer">CS201:
Elementary Data Structures</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">38</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=67" target="_blank" rel="noopener noreferrer">CS202:
Discrete Structures</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">44</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=71" target="_blank" rel="noopener noreferrer">CS301:
Computer Architecture</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">48</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learn.saylor.org/course/view.php?id=73" target="_blank" rel="noopener noreferrer">CS302:
Software Engineering</a></td>
<td style="text-align: left;">Saylor Academy</td>
<td style="text-align: left;">Professional</td>
<td style="text-align: center;">45</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/problem_solving_basic" target="_blank" rel="noopener noreferrer">Problem
Solving</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.hackerrank.com/skills-verification/problem_solving_intermediate" target="_blank" rel="noopener noreferrer">Problem
Solving</a></td>
<td style="text-align: left;">HackerRank</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">1.5</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://memgraph.com/learn-graph-modeling" target="_blank" rel="noopener noreferrer">Graph
Modeling Email Course</a></td>
<td style="text-align: left;">Memgraph</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.kaggle.com/learn/geospatial-analysis" target="_blank" rel="noopener noreferrer">Geospatial
Analysis</a></td>
<td style="text-align: left;">Kaggle</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="business">Business</h2>
<h3 id="marketing">Marketing</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://learndigital.withgoogle.com/digitalgarage/course/digital-marketing" target="_blank" rel="noopener noreferrer">Digital
Marketing</a></td>
<td style="text-align: left;">Google</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">40</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://academy.sendinblue.com/course/email-marketing-course-english" target="_blank" rel="noopener noreferrer">Email
Marketing</a></td>
<td style="text-align: left;">SendinBlue</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">4</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<!-- markdown-link-check-disable -->
<h3 id="project-management">Project Management</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.pmi.org/kickoff" target="_blank" rel="noopener noreferrer">KICKOFF</a><!-- markdown-link-check-disable-line --></td>
<td style="text-align: left;">Project Management Institute</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.75</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.msicertified.com/project-management/project-management-essentials-certified/" target="_blank" rel="noopener noreferrer">Project
Management Essentials</a></td>
<td style="text-align: left;">Management and Strategy Institute</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.75</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.disasterready.org/free-certificate-project-management" target="_blank" rel="noopener noreferrer">Project
Management Essentials</a></td>
<td style="text-align: left;">Disaster Ready</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">5</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<!-- markdown-link-check-enable -->
<h3 id="support">Support</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://academy.hubspot.com/courses/hubspot-service-software" target="_blank" rel="noopener noreferrer">Service
Hub Software Certification </a></td>
<td style="text-align: left;">HubSpot</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">2.1</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://skillsbuild.org/adult-learners/explore-learning/customer-service-representative" target="_blank" rel="noopener noreferrer">Customer
Engagement Fundamentals</a></td>
<td style="text-align: left;">IBM / SkillsBuild</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">24</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.life-global.org/course/35-customer-relationship-management" target="_blank" rel="noopener noreferrer">Customer
Relationship Management</a></td>
<td style="text-align: left;">HP / Life Global</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.testdome.com/tests/customer-service-test/91" target="_blank" rel="noopener noreferrer">Customer
Service Test</a></td>
<td style="text-align: left;">Test Dome</td>
<td style="text-align: left;">Intermediate</td>
<td style="text-align: center;">0.15</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="business-analytics">Business Analytics</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://certiprof.com/pages/business-intelligence-foundation-professional-certification-bifpc" target="_blank" rel="noopener noreferrer">Business
Intelligence Foundation Professional</a></td>
<td style="text-align: left;">CertiProf</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://www.simplilearn.com/introduction-to-business-analysis-free-course-skillup" target="_blank" rel="noopener noreferrer">Business
Analysis Basics</a></td>
<td style="text-align: left;">Simplilearn</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">2</td>
<td style="text-align: center;">🏆</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="design">Design</h2>
<h3 id="photoshop">Photoshop</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://www.mindluster.com/certificate/1568/Adobe-Photoshop" target="_blank" rel="noopener noreferrer">Adobe
Photoshop</a></td>
<td style="text-align: left;">Mind Luster</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">1.4</td>
<td style="text-align: center;">🏆</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?photoshop_erase_shape" target="_blank" rel="noopener noreferrer">How
to Erase a shape in Photoshop</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">intermediate</td>
<td style="text-align: center;">0.13</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?photoshop_select_shape" target="_blank" rel="noopener noreferrer">How
to Select a shape in Photoshop</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">intermediate</td>
<td style="text-align: center;">0.1</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?photoshop_insert_shape" target="_blank" rel="noopener noreferrer">How
to Insert a shape in Photoshop</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">intermediate</td>
<td style="text-align: center;">0.1</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h3 id="illustrator">Illustrator</h3>
<table>
<colgroup>
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 21%" />
<col style="width: 23%" />
<col style="width: 10%" />
</colgroup>
<thead>
<tr class="header">
<th style="text-align: left;">Course Name</th>
<th style="text-align: left;">Course Provider</th>
<th style="text-align: left;">Level</th>
<th style="text-align: center;">Hour(s)</th>
<th style="text-align: center;">Reward</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?illustrator_select_shapes" target="_blank" rel="noopener noreferrer">How
to Select shapes in Illustrator</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.11</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?illustrator_create_shapes" target="_blank" rel="noopener noreferrer">How
to Create shapes in Illustrator</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.11</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?illustrator_wrap_shapes" target="_blank" rel="noopener noreferrer">How
to Wrap shapes in Illustrator</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">intermediate</td>
<td style="text-align: center;">0.11</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?illustrator_manage_color" target="_blank" rel="noopener noreferrer">Manage
color in Illustrator</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.11</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?illustrator_apply_strokes_fills" target="_blank" rel="noopener noreferrer">Apply
strokes and fills in Illustrator</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.1</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?illustrator_apply_gradient" target="_blank" rel="noopener noreferrer">Apply
gradient in Illustrator</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">intermediate</td>
<td style="text-align: center;">0.1</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="odd">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?make_infographic_illustrator_1" target="_blank" rel="noopener noreferrer">How
to make an Infographic in Illustrator 1</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.22</td>
<td style="text-align: center;">🏅</td>
</tr>
<tr class="even">
<td
style="text-align: left;"><a href="https://tutorials.nmdprojects.net/play.html?make_infographic_illustrator_2" target="_blank" rel="noopener noreferrer">How
to make an Infographic in Illustrator 2</a></td>
<td style="text-align: left;">UMaine New Media</td>
<td style="text-align: left;">Beginner</td>
<td style="text-align: center;">0.2</td>
<td style="text-align: center;">🏅</td>
</tr>
</tbody>
</table>
<p><a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a></p>
<h2 id="contributors">Contributors</h2>
<p><a href="https://github.com/panxproject/awesome-certificates/graphs/contributors">
<img src="https://contrib.rocks/image?repo=panxproject/awesome-certificates" />
</a></p>
<h2 id="other-awesome-lists">Other Awesome Lists</h2>
<ul>
<li><a href="https://github.com/ossu/computer-science" target="_blank" rel="noopener noreferrer">Open
Source Society University</a> - The OSSU curriculum is a complete
education in computer science using online materials. It’s not merely
for career training or professional development.</li>
<li><a href="https://github.com/prakhar1989/awesome-courses" target="_blank" rel="noopener noreferrer">Awesome
Courses</a> - This list is an attempt to bring to light those awesome CS
courses which make their high-quality material i.e. assignments,
lectures, notes, readings &amp; examinations available online for
free.</li>
<li><a href="https://github.com/learn-anything/books" target="_blank" rel="noopener noreferrer">Books</a>
- Learn Anything is collecting all material with focus on Computer
Science but you’ll find other topics ranging from neuro science to
philosophy.</li>
<li><a href="https://github.com/karlhorky/learn-to-program" target="_blank" rel="noopener noreferrer">Learn
to Program</a> - This list aims to be a curated set of high quality
educational resources with focus on foundations of web
developement.</li>
</ul>
<p><a
href="https://github.com/PanXProject/awesome-certificates">certificates.md
Github</a></p>