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# Awesome Certificates [![Awesome](https://awesome.re/badge-flat2.svg)](https://awesome.re) [![Gitter](https://badges.gitter.im/PanXProject/awesome-certificates.svg)](https://gitter.im/PanXProject/awesome-certificates?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge) [![Discord](https://badgen.net/badge/icon/discord?icon=discord&label)](https://discord.com/invite/3kSS9dvnPz)
<!-- markdown-link-check-disable -->
[Contribution guidelines](https://github.com/PanXProject/awesome-certificates/blob/main/contributing.md) /
[Contribution guidelines](https://github.com/PanXProject/awesome-certificates/blob/main/CONTRIBUTING.md) /
[Add a course/certificate](https://github.com/PanXProject/awesome-certificates/compare)
<!-- markdown-link-check-enable -->
A curated of list of IT, computer science and business courses with certificates &amp; digital badges to earn upon completion.
A curated of list of IT, computer science, design and business courses with certificates &amp; digital badges to earn upon completion.
Each course on the list is free to take as well as the badge and certificate.
Each course on the list is free to take as well as the badge and certificate.
The list is organized as follows:
<ol>
@@ -22,20 +22,20 @@ The list is organized as follows:
<b>Want to contribute to this list?</b>
<br>
Fork this [repo](https://github.com/PanXProject/awesome-certificates/fork), make the changes on the `readme.md` file and then open a [new issue](https://github.com/PanXProject/awesome-certificates/compare). Make sure to check out both the [contribution](https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md) and [pull request](https://github.com/PanXProject/awesome-certificates/blob/main/pull_request_template.md) guidelines.
Fork this <a href="https://github.com/PanXProject/awesome-certificates/fork" target="_blank" rel="noopener noreferrer">repo</a>, make the changes on the `readme.md` 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.
<b>Have ideas on how to improve this list or features you'd like to see?</b>
<br>
Kindly mention it [here](https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=feature_request.md&title=%5BFEATURE%5D) by opening a new issue and we will do our best to address it.
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.
<b>Can't find the certificate you're looking for?</b>
<br>
Request it [here](https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=certificate-request.md&title=%5BCERTIFICATE%5D) and we will find for you.
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.
<b>Something isn't quite right?</b>
<br>
Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?assignees=&labels=&template=bug_report.md&title=%5BBUG%5D).
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>.
## Contents
@@ -54,10 +54,14 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
- [Electrical Engineering](#electrical-engineering)
- [Robotics and IoT](#robotics-and-iot)
- [Chatbots](#chatbots)
- [Cloud Computing](#cloud-computing)
- [Game Development](#game-development)
- [Mobile App Development](#mobile-app-development)
- [DevOps](#devops)
- [Programming Languages](#programming-languages)
- [Computer Theories and Concepts](#theories-and-concepts)
- [Business](#business)
- [Design](#design)
- [Other Awesome Lists](#other-awesome-lists)
@@ -65,208 +69,266 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Intro to Cybersecurity](https://www.netacad.com/courses/cybersecurity/introduction-cybersecurity)| Cisco Networking Academy | Beginner | 15 | [🏅](https://www.youracclaim.com/org/cisco/badge/introduction-to-cybersecurity)|
| [Cybersecurity Essentials](https://www.netacad.com/courses/cybersecurity/cybersecurity-essentials)| Cisco Networking Academy | Intermediate | 30 | [🏅](https://www.youracclaim.com/org/cisco/badge/cybersecurity-essentials)|
| [Intro to Packet Tracer](https://www.netacad.com/courses/packet-tracer) | Cisco Networking Academy | Beginner | 10 | [🏅](https://www.youracclaim.com/org/cisco/badge/introduction-to-packet-tracer) |
| [Cybersecurity Fundamentals](https://skills.yourlearning.ibm.com/activity/ILB-DNRPWDGQGMMY7GGD) | IBM / SkillsBuild | Beginner | 10 | [🏅](https://www.youracclaim.com/org/ibm/badge/cybersecurity-fundamentals) |
| [Information Security Certification](https://www.freecodecamp.org/learn/information-security/) | FreeCodeCamp |Professional|300 | 🏆|
| [JR Penetration Tester](https://tryhackme.com/path/outline/jrpenetrationtester) | TryHackMe |Intermediate| 64 | 🏆|
| [Cyber Defense](https://tryhackme.com/path/outline/blueteam) | TryHackMe | Intermediate | 48 | 🏆 |
| [Red Teaming](https://tryhackme.com/path/outline/redteaming) | TryHackMe | Intermediate | 48 | 🏆 |
| [Offensive Testing](https://tryhackme.com/path/outline/pentesting) | TryHackMe | Intermediate | 47 | 🏆 |
| [Comptia Pentest+](https://tryhackme.com/path/outline/pentestplus) | TryHackMe | Beginner | 51 | 🏆 |
| [Web Fundamentals](https://tryhackme.com/path/outline/web) | TryHackMe | Beginner | 32 | 🏆 |
| [Certified in Cybersecurity](https://www.isc2.org/certifications/cc) | ISC2 | Beginner | 14 | [🏅](https://www.credly.com/org/isc2/badge/certified-in-cybersecurity-cc) |
| [Introduction to Cyber Security](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-cyber-security) | Great Learning | Beginner | 3 | 🏆 |
| [Types of Cyber Security](https://www.mygreatlearning.com/academy/learn-for-free/courses/types-of-cyber-security) | Great Learning | Beginner | 1 | 🏆 |
| [Cyber Forensics](https://www.mygreatlearning.com/academy/learn-for-free/courses/cyber-forensics) | Great Learning | Beginner | 1 | 🏆 |
| [Introduction to Information Security](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-information-security) | Great Learning | Beginner | 2 | 🏆 |
| [Network Security](https://www.mygreatlearning.com/academy/learn-for-free/courses/network-security) | Great Learning | Beginner | 1 | 🏆 |
| [Advanced Cyber Security - Threats and Governance](https://www.mygreatlearning.com/academy/learn-for-free/courses/advanced-cyber-security-threats-and-governance) | Great Learning | Beginner | 2 | 🏆 |
| [Encryption Basics](https://www.mygreatlearning.com/academy/learn-for-free/courses/encryption) | Great Learning | Beginner | 1 | 🏆 |
| <a href="https://www.netacad.com/courses/cybersecurity/introduction-cybersecurity" target="_blank" rel="noopener noreferrer">Intro to Cybersecurity</a>| Cisco Networking Academy | Beginner | 15 | <a href="https://www.youracclaim.com/org/cisco/badge/introduction-to-cybersecurity" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.netacad.com/courses/cybersecurity/cybersecurity-essentials" target="_blank" rel="noopener noreferrer">Cybersecurity Essentials</a>| Cisco Networking Academy | Intermediate | 30 | <a href="https://www.youracclaim.com/org/cisco/badge/cybersecurity-essentials" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.netacad.com/courses/packet-tracer" target="_blank" rel="noopener noreferrer">Intro to Packet Tracer</a> | Cisco Networking Academy | Beginner | 10 | <a href="https://www.youracclaim.com/org/cisco/badge/introduction-to-packet-tracer" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://skills.yourlearning.ibm.com/activity/ILB-DNRPWDGQGMMY7GGD" target="_blank" rel="noopener noreferrer">Cybersecurity Fundamentals</a> | IBM / SkillsBuild | Beginner | 10 | <a href="https://www.youracclaim.com/org/ibm/badge/cybersecurity-fundamentals" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://www.freecodecamp.org/learn/information-security/" target="_blank" rel="noopener noreferrer">Information Security Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://tryhackme.com/path/outline/jrpenetrationtester" target="_blank" rel="noopener noreferrer">JR Penetration Tester</a> | TryHackMe |Intermediate| 64 | 🏆|
| <a href="https://tryhackme.com/path/outline/blueteam" target="_blank" rel="noopener noreferrer">Cyber Defense</a> | TryHackMe | Intermediate | 48 | 🏆 |
| <a href="https://tryhackme.com/path/outline/redteaming" target="_blank" rel="noopener noreferrer">Red Teaming</a> | TryHackMe | Intermediate | 48 | 🏆 |
| <a href="https://tryhackme.com/path/outline/pentesting" target="_blank" rel="noopener noreferrer">Offensive Testing</a> | TryHackMe | Intermediate | 47 | 🏆 |
| <a href="https://tryhackme.com/path/outline/pentestplus" target="_blank" rel="noopener noreferrer">Comptia Pentest+</a> | TryHackMe | Beginner | 51 | 🏆 |
| <a href="https://tryhackme.com/path/outline/web" target="_blank" rel="noopener noreferrer">Web Fundamentals</a> | TryHackMe | Beginner | 32 | 🏆 |
| <a href="https://www.isc2.org/certifications/cc" target="_blank" rel="noopener noreferrer">Certified in Cybersecurity</a> | ISC2 | Beginner | 14 | <a href="https://www.credly.com/org/isc2/badge/certified-in-cybersecurity-cc" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://training.fortinet.com/local/staticpage/view.php?page=fcf_cybersecurity" target="_blank" rel="noopener noreferrer">Fortinet Certified Fundamentals in Cybersecurity</a> | Fortinet Training Institute | Beginner | 10 | <a href="https://www.credly.com/org/fortinet/badge/fortinet-certified-fundamentals-cybersecurity" target="_blank" rel="noopener noreferrer">🏆</a> |
| <a href="https://training.fortinet.com/local/staticpage/view.php?page=fca_cybersecurity" target="_blank" rel="noopener noreferrer">Fortinet Certified Associate in Cybersecurity</a> | Fortinet Training Institute | Beginner | 6 | <a href="https://www.credly.com/org/fortinet/badge/fortinet-certified-associate-cybersecurity.1" target="_blank" rel="noopener noreferrer">🏆</a> |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Front-End
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Responsive Web Design Certification](https://www.freecodecamp.org/learn/2022/responsive-web-design/) | FreeCodeCamp|Professional|300| 🏆|
| [Front-End Libraries Certification](https://www.freecodecamp.org/learn/front-end-development-libraries/) | FreeCodeCamp |Professional|300 | 🏆|
| [Selenium 101](https://www.lambdatest.com/certifications/selenium-101) | LambdaTest | Beginner | 4 |🏆|
| [Angular](https://www.hackerrank.com/skills-verification/angular_basic) | HackerRank | Beginner | 1 |🏆|
| [React](https://www.hackerrank.com/skills-verification/react_basic) | HackerRank | Beginner | 1.5 |🏆|
| [Node.js](https://www.hackerrank.com/skills-verification/nodejs_intermediate) | HackerRank | Intermediate | 1 |🏆|
| <a href="https://www.freecodecamp.org/learn/2022/responsive-web-design/" target="_blank" rel="noopener noreferrer">Responsive Web Design Certification</a> | FreeCodeCamp|Professional|300| 🏆|
| <a href="https://www.freecodecamp.org/learn/front-end-development-libraries/" target="_blank" rel="noopener noreferrer">Front-End Libraries Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.lambdatest.com/certifications/selenium-101" target="_blank" rel="noopener noreferrer">Selenium 101</a> | LambdaTest | Beginner | 4 |🏆|
| <a href="https://www.hackerrank.com/skills-verification/angular_basic" target="_blank" rel="noopener noreferrer">Angular</a> | HackerRank | Beginner | 1 |🏆|
| <a href="https://www.hackerrank.com/skills-verification/react_basic" target="_blank" rel="noopener noreferrer">React</a> | HackerRank | Beginner | 1.5 |🏆|
| <a href="https://www.hackerrank.com/skills-verification/nodejs_intermediate" target="_blank" rel="noopener noreferrer">Node.js</a> | HackerRank | Intermediate | 1 |🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Back-End
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Back End Development and APIs Certification](https://www.freecodecamp.org/learn/back-end-development-and-apis/) | FreeCodeCamp |Professional|300 | 🏆|
| [CS403: Introduction to Modern Database Systems](https://learn.saylor.org/course/view.php?id=93) | Saylor Academy |Professional|42 | 🏆|
| [REST API](https://www.hackerrank.com/skills-verification/rest_api_intermediate) | HackerRank |Intermediate| 1.5 | 🏆|
| [MongoDB Basics](https://university.mongodb.com/courses/M001/about) | MongoDB |Beginner| 8.5 | 🏆|
| [MongoDB for SQL Pros](https://university.mongodb.com/courses/M100/about) | MongoDB |Beginner| 2 | 🏆|
| [MongoDB Cluster Adminstration](https://university.mongodb.com/courses/M103/about) | MongoDB |Beginner| 9.5 | 🏆|
| [MongoDB Aggregation Framework](https://university.mongodb.com/courses/M121/about) | MongoDB |Beginner| 9 | 🏆|
| [Crafting Conference Abstracts](https://university.mongodb.com/courses/T101/about) | MongoDB |Beginner| 1.5 | 🏆|
| [Atlas Security](https://university.mongodb.com/courses/A300/about) | MongoDB |Beginner| 0.5 | 🏆|
| [MongoDB Performance](https://university.mongodb.com/courses/M201/about) | MongoDB |Intermediate| 7 | 🏆|
| [MongoDB for Java Developers](https://university.mongodb.com/courses/M220J/about) | MongoDB |Intermediate| 7.5 | 🏆|
| [MongoDB for JavaScript Developers](https://university.mongodb.com/courses/M220JS/about) | MongoDB |Intermediate| 6.5 | 🏆|
| [MongoDB for .NET Developers](https://university.mongodb.com/courses/M220N/about) | MongoDB |Intermediate| 6.5 | 🏆|
| [MongoDB for Python Developers](https://university.mongodb.com/courses/M220P/about) | MongoDB |Intermediate| 6.5 | 🏆|
| [Diagnostics and Debugging for MongoDB](https://university.mongodb.com/courses/M312/about) | MongoDB |Professional| 6.5 | 🏆|
| [MongoDB Data Modeling](https://university.mongodb.com/courses/M320/about) | MongoDB |Professional| 7 | 🏆|
| [Intro to SQL](https://www.kaggle.com/learn/intro-to-sql) | Kaggle | Beginner | 3 | 🏆 |
| [Advanced SQL](https://www.kaggle.com/learn/advanced-sql) | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.freecodecamp.org/learn/back-end-development-and-apis/" target="_blank" rel="noopener noreferrer">Back End Development and APIs Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=93" target="_blank" rel="noopener noreferrer">CS403: Introduction to Modern Database Systems</a> | Saylor Academy |Professional|42 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/rest_api_intermediate" target="_blank" rel="noopener noreferrer">REST API</a> | HackerRank |Intermediate| 1.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M001/about" target="_blank" rel="noopener noreferrer">MongoDB Basics</a> | MongoDB |Beginner| 8.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M100/about" target="_blank" rel="noopener noreferrer">MongoDB for SQL Pros</a> | MongoDB |Beginner| 2 | 🏆|
| <a href="https://university.mongodb.com/courses/M103/about" target="_blank" rel="noopener noreferrer">MongoDB Cluster Adminstration</a> | MongoDB |Beginner| 9.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M121/about" target="_blank" rel="noopener noreferrer">MongoDB Aggregation Framework</a> | MongoDB |Beginner| 9 | 🏆|
| <a href="https://university.mongodb.com/courses/T101/about" target="_blank" rel="noopener noreferrer">Crafting Conference Abstracts</a> | MongoDB |Beginner| 1.5 | 🏆|
| <a href="https://university.mongodb.com/courses/A300/about" target="_blank" rel="noopener noreferrer">Atlas Security</a> | MongoDB |Beginner| 0.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M201/about" target="_blank" rel="noopener noreferrer">MongoDB Performance</a> | MongoDB |Intermediate| 7 | 🏆|
| <a href="https://university.mongodb.com/courses/M220J/about" target="_blank" rel="noopener noreferrer">MongoDB for Java Developers</a> | MongoDB |Intermediate| 7.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M220JS/about" target="_blank" rel="noopener noreferrer">MongoDB for JavaScript Developers</a> | MongoDB |Intermediate| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M220N/about" target="_blank" rel="noopener noreferrer">MongoDB for .NET Developers</a> | MongoDB |Intermediate| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M220P/about" target="_blank" rel="noopener noreferrer">MongoDB for Python Developers</a> | MongoDB |Intermediate| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M312/about" target="_blank" rel="noopener noreferrer">Diagnostics and Debugging for MongoDB</a> | MongoDB |Professional| 6.5 | 🏆|
| <a href="https://university.mongodb.com/courses/M320/about" target="_blank" rel="noopener noreferrer">MongoDB Data Modeling</a> | MongoDB |Professional| 7 | 🏆|
| <a href="https://www.kaggle.com/learn/intro-to-sql" target="_blank" rel="noopener noreferrer">Intro to SQL</a> | Kaggle | Beginner | 3 | 🏆 |
| <a href="https://www.kaggle.com/learn/advanced-sql" target="_blank" rel="noopener noreferrer">Advanced SQL</a> | Kaggle | Intermediate | 4 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Blockchain
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Blockchain Masterclass](https://courses.cfte.education/free-online-blockchain-masterclass/) | Centre for Finance, Technology and Entrepreneurship |Beginner| - | 🏅|
| [Blockchain Basics](https://www.mygreatlearning.com/academy/learn-for-free/courses/blockchain-basics) | Great Learning |Beginner| 2.5 | 🏆|
| [Bitcoin for Developers](https://learn.saylor.org/course/view.php?id=500) | Saylor Academy |Beginner| 18 | 🏆|
| <a href="https://courses.cfte.education/free-online-blockchain-masterclass/" target="_blank" rel="noopener noreferrer">Blockchain Masterclass</a> | Centre for Finance, Technology and Entrepreneurship |Beginner| - | 🏅|
| <a href="https://learn.saylor.org/course/view.php?id=500" target="_blank" rel="noopener noreferrer">Bitcoin for Developers</a> | Saylor Academy |Beginner| 18 | 🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Data Analysis and Visualization
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Data Analysis with Python](https://cognitiveclass.ai/courses/data-analysis-python) | IBM / Cognitive Class |Intermediate|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-analysis-using-python)|
| [Data Analysis with Python Certification](https://www.freecodecamp.org/learn/data-analysis-with-python/) | FreeCodeCamp |Professional|300 | 🏆|
| [Data Visualization with Python](https://cognitiveclass.ai/courses/data-visualization-with-python) | IBM / Cognitive Class |Intermediate|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-visualization-using-python)|
| [Data Visualization with R](https://cognitiveclass.ai/courses/data-visualization-with-r/) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-visualization-with-r)|
| [Data Visualization Certification](https://www.freecodecamp.org/learn/data-visualization/) | FreeCodeCamp |Professional|300 | 🏆|
| [Data Visualization](https://www.kaggle.com/learn/data-visualization) | Kaggle | Beginner | 4 | 🏆 |
| [Data Cleaning](https://www.kaggle.com/learn/data-cleaning) | Kaggle | Intermediate | 4 | 🏆 |
| [Data Visualisation in Tableau](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualisation-in-tableau) | Great Learning |Beginner| 1 | 🏆 |
| [Data Visualization With Power BI](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualization-with-power-bi) | Great Learning |Beginner| 2 | 🏆 |
| <a href="https://cognitiveclass.ai/courses/data-analysis-python" target="_blank" rel="noopener noreferrer">Data Analysis with Python</a> | IBM / Cognitive Class |Intermediate|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-analysis-using-python" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.freecodecamp.org/learn/data-analysis-with-python/" target="_blank" rel="noopener noreferrer">Data Analysis with Python Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://cognitiveclass.ai/courses/data-visualization-with-python" target="_blank" rel="noopener noreferrer">Data Visualization with Python</a> | IBM / Cognitive Class |Intermediate|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-visualization-using-python" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/data-visualization-with-r/" target="_blank" rel="noopener noreferrer">Data Visualization with R</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-visualization-with-r" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.freecodecamp.org/learn/data-visualization/" target="_blank" rel="noopener noreferrer">Data Visualization Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.kaggle.com/learn/data-visualization" target="_blank" rel="noopener noreferrer">Data Visualization</a> | Kaggle | Beginner | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/data-cleaning" target="_blank" rel="noopener noreferrer">Data Cleaning</a> | Kaggle | Intermediate | 4 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Statistics
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Statistics 101](https://cognitiveclass.ai/courses/statistics-101) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/statistics-101)|
| <a href="https://cognitiveclass.ai/courses/statistics-101" target="_blank" rel="noopener noreferrer">Statistics 101</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/statistics-101" target="_blank" rel="noopener noreferrer">🏅</a>|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Data Science
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Data Science Methodologies](https://cognitiveclass.ai/courses/data-science-methodology-2) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-science-methodologies)|
| [Data Science 101](https://cognitiveclass.ai/courses/data-science-101/) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/data-science-foundations-level-1)|
| [Data Science Tools](https://cognitiveclass.ai/courses/data-science-hands-open-source-tools-2) | IBM / Cognitive Class |Beginner|4| [🏅](https://www.youracclaim.com/org/ibm/badge/data-science-tools)|
| [Python for Data Science](https://cognitiveclass.ai/courses/python-for-data-science) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/python-for-data-science)|
| [Popular Applications of Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/popular-applications-of-data-science) | Great Learning |Beginner| 1 | 🏆 |
| [Career in Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/career-in-data-science) | Great Learning |Beginner| 1 | 🏆 |
| [Introduction to Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-data-science) | Great Learning |Beginner| 1 | 🏆 |
| [Data Science Mathematics](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-science-mathematics) | Great Learning |Beginner| 1 | 🏆 |
| [R for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/r-for-data-science) | Great Learning |Beginner| 2 | 🏆 |
| [Statistical Methods for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/statistical-methods-for-decision-making) | Great Learning |Beginner| 2 | 🏆 |
| [Probability for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science) | Great Learning |Beginner| 2 | 🏆 |
| [Data Preprocessing](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-preprocessing) | Great Learning |Beginner| 2 | 🏆 |
| [SQL for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/sql-for-data-science) | Great Learning | Beginner | 3 | 🏆 |
| <a href="https://cognitiveclass.ai/courses/data-science-methodology-2" target="_blank" rel="noopener noreferrer">Data Science Methodologies</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-science-methodologies" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/data-science-101/" target="_blank" rel="noopener noreferrer">Data Science 101</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/data-science-foundations-level-1" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/data-science-hands-open-source-tools-2" target="_blank" rel="noopener noreferrer">Data Science Tools</a> | IBM / Cognitive Class |Beginner|4| <a href="https://www.youracclaim.com/org/ibm/badge/data-science-tools" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/python-for-data-science" target="_blank" rel="noopener noreferrer">Python for Data Science</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/python-for-data-science" target="_blank" rel="noopener noreferrer">🏅</a>|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Big Data
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Big Data Foundations - Level 1](https://cognitiveclass.ai/courses/what-is-big-data) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/big-data-foundations-level-1)|
| [Hadoop Foundations - Level 1](https://cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0111EN+2016) | IBM / Cognitive Class |Beginner|4 | [🏅](https://www.youracclaim.com/org/ibm/badge/hadoop-foundations-level-1)|
| [Spark Fundamentals I](https://cognitiveclass.ai/courses/what-is-spark) | IBM / Cognitive Class |Beginner|5 | [🏅](https://www.youracclaim.com/org/ibm/badge/spark-level-1)|
| <a href="https://cognitiveclass.ai/courses/what-is-big-data" target="_blank" rel="noopener noreferrer">Big Data Foundations - Level 1</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/big-data-foundations-level-1" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0111EN+2016" target="_blank" rel="noopener noreferrer">Hadoop Foundations - Level 1</a> | IBM / Cognitive Class |Beginner|4 | <a href="https://www.youracclaim.com/org/ibm/badge/hadoop-foundations-level-1" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/what-is-spark" target="_blank" rel="noopener noreferrer">Spark Fundamentals I</a> | IBM / Cognitive Class |Beginner|5 | <a href="https://www.youracclaim.com/org/ibm/badge/spark-level-1" target="_blank" rel="noopener noreferrer">🏅</a>|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Machine and Deep Learning
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Deep Learning Fundamentals](https://cognitiveclass.ai/courses/introduction-deep-learning) | IBM / Cognitive Class |Intermediate|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/deep-learning-essentials)|
| [Deep Learning with TensorFlow](https://cognitiveclass.ai/courses/deep-learning-tensorflow) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/deep-learning-using-tensorflow)|
| [Machine Learning with Python](https://cognitiveclass.ai/courses/machine-learning-with-python/) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/machine-learning-with-python-level-1)|
| [Machine Learning with Python Certification](https://www.freecodecamp.org/learn/machine-learning-with-python/) | FreeCodeCamp |Professional|300 | 🏆|
| [Intro to Machine Learning](https://www.kaggle.com/learn/intro-to-machine-learning) | Kaggle | Beginner | 3 | 🏆 |
| [Intermediate Machine Learning](https://www.kaggle.com/learn/intermediate-machine-learning) | Kaggle | Intermediate | 4 | 🏆 |
| [Machine Learning Explainability](https://www.kaggle.com/learn/machine-learning-explainability) | Kaggle | Intermediate | 4 | 🏆 |
| [Intro to Deep Learning](https://www.kaggle.com/learn/intro-to-deep-learning) | Kaggle | Intermediate | 4 | 🏆 |
| [Time Series](https://www.kaggle.com/learn/time-series) | Kaggle | Intermediate | 5 | 🏆 |
| [Feature Engineering](https://www.kaggle.com/learn/feature-engineering) | Kaggle | Intermediate | 5 | 🏆 |
| [Computer Vision](https://www.kaggle.com/learn/computer-vision) | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://cognitiveclass.ai/courses/introduction-deep-learning" target="_blank" rel="noopener noreferrer">Deep Learning Fundamentals</a> | IBM / Cognitive Class |Intermediate|3 | <a href="https://www.youracclaim.com/org/ibm/badge/deep-learning-essentials" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/deep-learning-tensorflow" target="_blank" rel="noopener noreferrer">Deep Learning with TensorFlow</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/deep-learning-using-tensorflow" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/machine-learning-with-python/" target="_blank" rel="noopener noreferrer">Machine Learning with Python</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/machine-learning-with-python-level-1" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.freecodecamp.org/learn/machine-learning-with-python/" target="_blank" rel="noopener noreferrer">Machine Learning with Python Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.kaggle.com/learn/intro-to-machine-learning" target="_blank" rel="noopener noreferrer">Intro to Machine Learning</a> | Kaggle | Beginner | 3 | 🏆 |
| <a href="https://www.kaggle.com/learn/intermediate-machine-learning" target="_blank" rel="noopener noreferrer">Intermediate Machine Learning</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/machine-learning-explainability" target="_blank" rel="noopener noreferrer">Machine Learning Explainability</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/intro-to-deep-learning" target="_blank" rel="noopener noreferrer">Intro to Deep Learning</a> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/time-series" target="_blank" rel="noopener noreferrer">Time Series</a> | Kaggle | Intermediate | 5 | 🏆 |
| <a href="https://www.kaggle.com/learn/feature-engineering" target="_blank" rel="noopener noreferrer">Feature Engineering</a> | Kaggle | Intermediate | 5 | 🏆 |
| <a href="https://www.kaggle.com/learn/computer-vision" target="_blank" rel="noopener noreferrer">Computer Vision</a> | Kaggle | Intermediate | 4 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Artificial Intelligence
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Elements of AI](https://www.elementsofai.com/) | University of Helsinki | Beginner |30 | 🏆|
| [Intro to AI Ethics](https://www.kaggle.com/learn/intro-to-ai-ethics) | Kaggle | Intermediate | 4 | 🏆 |
| [Intro to Game AI and Reinforcement Learning](https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning) | Kaggle | Intermediate | 4 | 🏆 |
| [Introduction to Generative AI](https://www.cloudskillsboost.google/course_templates/536) | Google Cloud Skills Boost | Intermediate | 0.75 | 🏆 |
| [Introduction to Artificial Intelligence](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-artificial-intelligence-1) | Great Learning | Beginner| 1.5 | 🏆 |
| [Foundations of Prompt Engineering](https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering) | Amazon | Intermediate | 4 | 🏆 |
| [Generative AI for Decision Makers](https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers) | Amazon | Beginner| 3 | 🏆 |
| [Generative AI Fundamentals](https://www.databricks.com/resources/learn/training/generative-ai-fundamentals) | Data Bricks |Beginner|0.5 | 🏅 |
| [Career Essentials in Generative AI](https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin) | LinkedIn & Microsoft | Beginner| 4.5 | 🏆 |
| <a href="https://www.elementsofai.com/" target="_blank" rel="noopener noreferrer">Elements of AI</a> | University of Helsinki | Beginner |30 | 🏆|
| <a href="https://www.kaggle.com/learn/intro-to-ai-ethics" target="_blank" rel="noopener noreferrer">Intro to AI Ethics</a> | Kaggle | Intermediate | 4 | 🏆 |
| <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> | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.cloudskillsboost.google/course_templates/536" target="_blank" rel="noopener noreferrer">Introduction to Generative AI</a> | Google Cloud Skills Boost | Intermediate | 0.75 | 🏆 |
| <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> | Amazon | Intermediate | 4 | 🏆 |
| <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> | Amazon | Beginner| 3 | 🏆 |
| <a href="https://www.databricks.com/resources/learn/training/generative-ai-fundamentals" target="_blank" rel="noopener noreferrer">Generative AI Fundamentals</a> | Data Bricks |Beginner|0.5 | 🏅 |
| <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> | LinkedIn & Microsoft | Beginner| 4.5 | 🏆 |
| <a href="https://www.deeplearning.ai/short-courses/prompt-engineering-for-vision-models/" target="_blank" rel="noopener noreferrer">Prompt Engineering for Vision Models</a> | DeepLearning.AI & Comet | Beginner | 1.5 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Networking
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Networking Essentials](https://www.netacad.com/courses/networking/networking-essentials) | Cisco Networking Academy | Intermediate | 70 | [🏅](https://www.youracclaim.com/org/cisco/badge/networking-essentials) |
| [CS402: Computer Communications and Networks](https://learn.saylor.org/course/view.php?id=84) | Saylor Academy | Intermediate | 60 | 🏆 |
| <a href="https://www.netacad.com/courses/networking/networking-essentials" target="_blank" rel="noopener noreferrer">Networking Essentials</a> | Cisco Networking Academy | Intermediate | 70 | <a href="https://www.youracclaim.com/org/cisco/badge/networking-essentials" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://learn.saylor.org/course/view.php?id=84" target="_blank" rel="noopener noreferrer">CS402: Computer Communications and Networks</a> | Saylor Academy | Intermediate | 60 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Operating Systems
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [NDG Linux Unhatched](https://www.netacad.com/courses/os-it/ndg-linux-unhatched)| Cisco Networking Academy |Beginner| 8 | 🏆 |
| [NDG Linux Essentials](https://www.netacad.com/courses/os-it/ndg-linux-essentials) | Cisco Networking Academy |Intermediate| 70 |🏆|
| [CS401: Operating Systems](https://learn.saylor.org/course/view.php?id=94) | Saylor Academy |Professional|120 | 🏆|
| <a href="https://www.netacad.com/courses/os-it/ndg-linux-unhatched" target="_blank" rel="noopener noreferrer">NDG Linux Unhatched</a>| Cisco Networking Academy |Beginner| 8 | 🏆 |
| <a href="https://www.netacad.com/courses/os-it/ndg-linux-essentials" target="_blank" rel="noopener noreferrer">NDG Linux Essentials</a> | Cisco Networking Academy |Intermediate| 70 |🏆|
| <a href="https://learn.saylor.org/course/view.php?id=94" target="_blank" rel="noopener noreferrer">CS401: Operating Systems</a> | Saylor Academy |Professional|120 | 🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Electrical Engineering
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Introduction to Electronics](https://www.open.edu/openlearn/science-maths-technology/an-introduction-electronics/)| Open University | Intermediate| 10 | 🏆 |
| [Electronic Applications](https://www.open.edu/openlearn/science-maths-technology/electronic-applications/)| Open University | Intermediate| 10 | 🏆 |
| [Embedded Systems](https://www.academyeurope.org/courses/engineering-technology/embedded-systems-computer-course/) | Academy Europe |Intermediate| 30 |🏆|
| [Embedded Systems ES](https://www.mindluster.com/certificate/2234) | Mind Luster |Intermediate|8 | 🏆|
| <a href="https://www.open.edu/openlearn/science-maths-technology/an-introduction-electronics/" target="_blank" rel="noopener noreferrer">Introduction to Electronics</a>| Open University | Intermediate| 10 | 🏆 |
| <a href="https://www.open.edu/openlearn/science-maths-technology/electronic-applications/" target="_blank" rel="noopener noreferrer">Electronic Applications</a>| Open University | Intermediate| 10 | 🏆 |
| <a href="https://www.academyeurope.org/courses/engineering-technology/embedded-systems-computer-course/" target="_blank" rel="noopener noreferrer">Embedded Systems</a> | Academy Europe |Intermediate| 30 |🏆|
| <a href="https://www.mindluster.com/certificate/2234" target="_blank" rel="noopener noreferrer">Embedded Systems ES</a> | Mind Luster |Intermediate|8 | 🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Robotics and IoT
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Introduction to IoT](https://www.netacad.com/courses/iot/introduction-iot) | Cisco Networking Academy | Beginner | 20 | [🏅](https://www.youracclaim.com/org/cisco/badge/introduction-to-iot) |
| [Building Robots with TJBot](https://cognitiveclass.ai/courses/build-robots-with-tjbot) | IBM / Cognitive Class |Beginner|3 | 🏅|
| <a href="https://www.netacad.com/courses/iot/introduction-iot" target="_blank" rel="noopener noreferrer">Introduction to IoT</a> | Cisco Networking Academy | Beginner | 20 | <a href="https://www.youracclaim.com/org/cisco/badge/introduction-to-iot" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://cognitiveclass.ai/courses/build-robots-with-tjbot" target="_blank" rel="noopener noreferrer">Building Robots with TJBot</a> | IBM / Cognitive Class |Beginner|3 | 🏅|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Chatbots
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [How to Build Chatbots](https://cognitiveclass.ai/courses/chatbot-course) | IBM / Cognitive Class |Beginner|5 | 🏅|
| [ChatGPT for Beginners](https://www.mygreatlearning.com/academy/learn-for-free/courses/chatgpt-for-beginners) | Great Learning |Beginner| 2 | 🏆 |
| [Getting Started with Bard](https://www.mygreatlearning.com/academy/learn-for-free/courses/getting-started-with-bard) | Great Learning |Beginner| 1 | 🏆 |
| <a href="https://cognitiveclass.ai/courses/chatbot-course" target="_blank" rel="noopener noreferrer">How to Build Chatbots</a> | IBM / Cognitive Class |Beginner|5 | 🏅|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Cloud Computing
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://cognitiveclass.ai/courses/ibm-cloud-essentials" target="_blank" rel="noopener noreferrer">IBM Cloud Essentials</a> | IBM / Cognitive Class |Beginner|4 | <a href="https://www.youracclaim.com/org/ibm/badge/ibm-cloud-essentials.2" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://codered.eccouncil.org/course/a-practical-introduction-to-cloud-computing" target="_blank" rel="noopener noreferrer">Introduction to Cloud Computing</a> | EC-Council |Beginner|3 | 🏆|
| <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> | Amazon | Intermediate | 10 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Game Development
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://learn.unity.com/pathway/unity-essentials" target="_blank" rel="noopener noreferrer">Unity Essentials</a> | Unity | Beginner | 336 | <a href="https://www.credly.com/org/unity/badge/unity-essentials-pathway" target="_blank" rel="noopener noreferrer">🏅</a> |
| <a href="https://learn.unity.com/pathway/junior-programmer" target="_blank" rel="noopener noreferrer">Junior Programmer</a> | Unity | Beginner | 2000 | <a href="https://www.credly.com/org/unity/badge/unity-junior-programmer" target="_blank" rel="noopener noreferrer">🏅</a>
| <a href="https://learn.unity.com/pathway/creative-core" target="_blank" rel="noopener noreferrer">Creative Core</a> | Unity | Beginner | 1680 | <a href="https://www.credly.com/org/unity/badge/unity-creative-core" target="_blank" rel="noopener noreferrer">🏅</a>
| <a href="https://learn.unity.com/pathway/vr-development" target="_blank" rel="noopener noreferrer">VR Development</a> | Unity | Beginner | 1000 | <a href="https://www.credly.com/org/unity/badge/unity-vr-development" target="_blank" rel="noopener noreferrer">🏅</a>
| <a href="https://learn.unity.com/pathway/mobile-ar-development" target="_blank" rel="noopener noreferrer">Mobile AR Development</a> | Unity | Beginner | 1344 | <a href="https://www.credly.com/org/unity/badge/unity-mobile-ar-development" target="_blank" rel="noopener noreferrer">🏅</a>
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Mobile App Development
### Cross-platform Development
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://developers.google.com/learn/pathways/intro-to-flutter" target="_blank" rel="noopener noreferrer">Intro to Flutter</a> | Google | Beginner | 0.2 | 🏅 |
| <a href="https://codehs.com/playlist/hour-of-code-3111" target="_blank" rel="noopener noreferrer">React Native</a> | CodeHS | Beginner | 1 | 🏅 |
| <a href="https://cursa.app/en/free-online-courses/react-native" target="_blank" rel="noopener noreferrer">React Native for Beginners</a> | Cursa | Beginner | 5 | 🏆 |
| <a href="https://tutorials.nmdprojects.net/play.html?react_native_html_to_jsx" target="_blank" rel="noopener noreferrer">React Native HTML to JSX</a> | Umaine New Media | Intermediate | 0.2 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?react_native_css_to_jsx" target="_blank" rel="noopener noreferrer">React Native CSS to JSX</a> | Umaine New Media | Intermediate | 0.2 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### Native Development
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <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> | EC-Council | Beginner | 1 | 🏆 |
| <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> | Google | Intermediate | 20 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## DevOps
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Containers, K8s and Istio on IBM cloud](https://cognitiveclass.ai/learn/containers-k8s-and-istio-on-ibm-cloud) | IBM / Cognitive Class |Beginner|9 | [🏅](https://www.youracclaim.com/org/ibm/badge/containers-k8s-and-istio-on-ibm-cloud)|
| [Docker Essentials](https://cognitiveclass.ai/courses/docker-essentials) | IBM / Cognitive Class |Beginner|4 | [🏅](https://www.youracclaim.com/org/ibm/badge/docker-essentials-a-developer-introduction)|
| [IBM Cloud Essentials](https://cognitiveclass.ai/courses/ibm-cloud-essentials) | IBM / Cognitive Class |Beginner|4 | [🏅](https://www.youracclaim.com/org/ibm/badge/ibm-cloud-essentials.2)|
| [Introduction to Containers, Kubernetes, and OpenShift](https://cognitiveclass.ai/courses/kubernetes-course) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-essentials)|
| [Introduction to Kubernetes](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-kubernetes1) | Great Learning | Beginner | 1.5 | 🏆|
| <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> | IBM / Cognitive Class |Beginner|9 | <a href="https://www.youracclaim.com/org/ibm/badge/containers-k8s-and-istio-on-ibm-cloud" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/docker-essentials" target="_blank" rel="noopener noreferrer">Docker Essentials</a> | IBM / Cognitive Class |Beginner|4 | <a href="https://www.youracclaim.com/org/ibm/badge/docker-essentials-a-developer-introduction" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/kubernetes-course" target="_blank" rel="noopener noreferrer">Introduction to Containers, Kubernetes, and OpenShift</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-essentials" target="_blank" rel="noopener noreferrer">🏅</a>|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Programming Languages
@@ -275,71 +337,85 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [CS107: C++ Programming](https://learn.saylor.org/course/view.php?id=65) | Saylor Academy |Professional|40 | 🏆|
| [C#](https://www.hackerrank.com/skills-verification/c_sharp_basic) | HackerRank |Beginner| 1 | 🏆|
| [Foundational C# with Microsoft](https://www.freecodecamp.org/learn/foundational-c-sharp-with-microsoft) | freeCodeCamp |Beginner| 35 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=65" target="_blank" rel="noopener noreferrer">CS107: C++ Programming</a> | Saylor Academy |Professional|40 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/c_sharp_basic" target="_blank" rel="noopener noreferrer">C#</a> | HackerRank |Beginner| 1 | 🏆|
| <a href="https://www.freecodecamp.org/learn/foundational-c-sharp-with-microsoft" target="_blank" rel="noopener noreferrer">Foundational C# with Microsoft</a> | freeCodeCamp |Beginner| 35 | 🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### Cypher
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Cypher Query Language](https://memgraph.com/learn-cypher-query-language) | Memgraph |Beginner|1 | 🏅|
| <a href="https://memgraph.com/learn-cypher-query-language" target="_blank" rel="noopener noreferrer">Cypher Query Language</a> | Memgraph |Beginner|1 | 🏅|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### Java
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Java](https://www.hackerrank.com/skills-verification/java_basic) | HackerRank |Beginner| 1 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/java_basic" target="_blank" rel="noopener noreferrer">Java</a> | HackerRank |Beginner| 1 | 🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### JavaScript
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [JavaScript Algorithms and Data Structures Certification](https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/) | FreeCodeCamp |Professional|300 | 🏆|
| [JavaScript](https://www.hackerrank.com/skills-verification/javascript_basic) | HackerRank |Beginner| 1.5 | 🏆|
| <a href="https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/" target="_blank" rel="noopener noreferrer">JavaScript Algorithms and Data Structures Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/javascript_basic" target="_blank" rel="noopener noreferrer">JavaScript</a> | HackerRank |Beginner| 1.5 | 🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### R
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [R 101](https://cognitiveclass.ai/courses/r-101) | IBM / Cognitive Class |Beginner|3| [🏅](https://www.youracclaim.com/org/ibm/badge/r-essentials)|
| [Using R with Databases](https://cognitiveclass.ai/courses/using-r-with-databases/) | IBM / Cognitive Class |Beginner|3 | [🏅](https://www.youracclaim.com/org/ibm/badge/using-r-with-databases)|
| [R](https://www.hackerrank.com/skills-verification/r_basic) | HackerRank |Beginner| 1.5 | 🏆|
| <a href="https://cognitiveclass.ai/courses/r-101" target="_blank" rel="noopener noreferrer">R 101</a> | IBM / Cognitive Class |Beginner|3| <a href="https://www.youracclaim.com/org/ibm/badge/r-essentials" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://cognitiveclass.ai/courses/using-r-with-databases/" target="_blank" rel="noopener noreferrer">Using R with Databases</a> | IBM / Cognitive Class |Beginner|3 | <a href="https://www.youracclaim.com/org/ibm/badge/using-r-with-databases" target="_blank" rel="noopener noreferrer">🏅</a>|
| <a href="https://www.hackerrank.com/skills-verification/r_basic" target="_blank" rel="noopener noreferrer">R</a> | HackerRank |Beginner| 1.5 | 🏆|
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### Python
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Programming Essentials In Python](https://www.netacad.com/courses/programming/pcap-programming-essentials-python) | Cisco Networking Academy |Intermediate| 70 | 🏆 |
| [Scientific Computing with Python Certification](https://www.freecodecamp.org/learn/scientific-computing-with-python/) | FreeCodeCamp |Professional|300 | 🏆|
| [Python](https://www.hackerrank.com/skills-verification/python_basic) | HackerRank |Beginner| 1.5 | 🏆|
| [Intro to Graph Analytics in Python free course](https://memgraph.com/blog/learn-graph-analytics-with-python) | Memgraph |Intermediate| 3 | 🏅|
| [Python](https://www.kaggle.com/learn/python) | Kaggle | Beginner | 5 | 🏆 |
| [Pandas](https://www.kaggle.com/learn/pandas) | Kaggle | Beginner | 4 | 🏆 |
| [Intro to Programming](https://www.kaggle.com/learn/intro-to-programming) | Kaggle | Beginner | 5 | 🏆 |
| [Python for Machine Leaning and Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/python-for-machine-learning-and-data-science) | Great Leaning |Beginner| 3 | 🏆 |
| <a href="https://www.netacad.com/courses/programming/pcap-programming-essentials-python" target="_blank" rel="noopener noreferrer">Programming Essentials In Python</a> | Cisco Networking Academy |Intermediate| 70 | 🏆 |
| <a href="https://www.freecodecamp.org/learn/scientific-computing-with-python/" target="_blank" rel="noopener noreferrer">Scientific Computing with Python Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/python_basic" target="_blank" rel="noopener noreferrer">Python</a> | HackerRank |Beginner| 1.5 | 🏆|
| <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> | Memgraph |Intermediate| 3 | 🏅|
| <a href="https://www.kaggle.com/learn/python" target="_blank" rel="noopener noreferrer">Python</a> | Kaggle | Beginner | 5 | 🏆 |
| <a href="https://www.kaggle.com/learn/pandas" target="_blank" rel="noopener noreferrer">Pandas</a> | Kaggle | Beginner | 4 | 🏆 |
| <a href="https://www.kaggle.com/learn/intro-to-programming" target="_blank" rel="noopener noreferrer">Intro to Programming</a> | Kaggle | Beginner | 5 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Theories and Concepts
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Quality Assurance Certification](https://www.freecodecamp.org/learn/quality-assurance/) | FreeCodeCamp |Professional|300 | 🏆|
| [CS101: Introduction to Computer Science I](https://learn.saylor.org/course/view.php?id=6) | Saylor Academy |Professional|52 | 🏆|
| [CS102: Introduction to Computer Science II](https://learn.saylor.org/course/view.php?id=64) | Saylor Academy |Professional|42 | 🏆|
| [CS201: Elementary Data Structures](https://learn.saylor.org/course/view.php?id=66) | Saylor Academy |Professional|38 | 🏆|
| [CS202: Discrete Structures](https://learn.saylor.org/course/view.php?id=67) | Saylor Academy |Professional|44 | 🏆|
| [CS301: Computer Architecture](https://learn.saylor.org/course/view.php?id=71) | Saylor Academy |Professional|48 | 🏆|
| [CS302: Software Engineering](https://learn.saylor.org/course/view.php?id=73) | Saylor Academy |Professional|45 | 🏆|
| [Problem Solving](https://www.hackerrank.com/skills-verification/problem_solving_basic) | HackerRank |Beginner| 1.5 | 🏆|
| [Problem Solving](https://www.hackerrank.com/skills-verification/problem_solving_intermediate) | HackerRank |Intermediate| 1.5 | 🏆|
| [Graph Modeling Email Course](https://memgraph.com/learn-graph-modeling) | Memgraph |Beginner| 1 | 🏅|
| [Geospatial Analysis](https://www.kaggle.com/learn/geospatial-analysis) | Kaggle | Intermediate | 4 | 🏆 |
| <a href="https://www.freecodecamp.org/learn/quality-assurance/" target="_blank" rel="noopener noreferrer">Quality Assurance Certification</a> | FreeCodeCamp |Professional|300 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=6" target="_blank" rel="noopener noreferrer">CS101: Introduction to Computer Science I</a> | Saylor Academy |Professional|52 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=64" target="_blank" rel="noopener noreferrer">CS102: Introduction to Computer Science II</a> | Saylor Academy |Professional|42 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=66" target="_blank" rel="noopener noreferrer">CS201: Elementary Data Structures</a> | Saylor Academy |Professional|38 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=67" target="_blank" rel="noopener noreferrer">CS202: Discrete Structures</a> | Saylor Academy |Professional|44 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=71" target="_blank" rel="noopener noreferrer">CS301: Computer Architecture</a> | Saylor Academy |Professional|48 | 🏆|
| <a href="https://learn.saylor.org/course/view.php?id=73" target="_blank" rel="noopener noreferrer">CS302: Software Engineering</a> | Saylor Academy |Professional|45 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/problem_solving_basic" target="_blank" rel="noopener noreferrer">Problem Solving</a> | HackerRank |Beginner| 1.5 | 🏆|
| <a href="https://www.hackerrank.com/skills-verification/problem_solving_intermediate" target="_blank" rel="noopener noreferrer">Problem Solving</a> | HackerRank |Intermediate| 1.5 | 🏆|
| <a href="https://memgraph.com/learn-graph-modeling" target="_blank" rel="noopener noreferrer">Graph Modeling Email Course</a> | Memgraph |Beginner| 1 | 🏅|
| <a href="https://www.kaggle.com/learn/geospatial-analysis" target="_blank" rel="noopener noreferrer">Geospatial Analysis</a> | Kaggle | Intermediate | 4 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Business
@@ -347,8 +423,10 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Digital Marketing](https://learndigital.withgoogle.com/digitalgarage/course/digital-marketing) | Google | Beginner | 40 | 🏅 |
| [Email Marketing](https://academy.sendinblue.com/course/email-marketing-course-english) | SendinBlue | Beginner | 4 | 🏅 |
| <a href="https://learndigital.withgoogle.com/digitalgarage/course/digital-marketing" target="_blank" rel="noopener noreferrer">Digital Marketing</a> | Google | Beginner | 40 | 🏅 |
| <a href="https://academy.sendinblue.com/course/email-marketing-course-english" target="_blank" rel="noopener noreferrer">Email Marketing</a> | SendinBlue | Beginner | 4 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
<!-- markdown-link-check-disable -->
@@ -356,9 +434,11 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [KICKOFF](https://www.pmi.org/kickoff)<!-- markdown-link-check-disable-line --> | Project Management Institute | Beginner | 0.75 | 🏅 |
| [Project Management Essentials](https://www.msicertified.com/project-management/project-management-essentials-certified/) | Management and Strategy Institute | Beginner | 0.75 | 🏅 |
| [Project Management Essentials](https://www.disasterready.org/free-certificate-project-management) | Disaster Ready | Beginner | 5 | 🏅 |
| <a href="https://www.pmi.org/kickoff" target="_blank" rel="noopener noreferrer">KICKOFF</a><!-- markdown-link-check-disable-line --> | Project Management Institute | Beginner | 0.75 | 🏅 |
| <a href="https://www.msicertified.com/project-management/project-management-essentials-certified/" target="_blank" rel="noopener noreferrer">Project Management Essentials</a> | Management and Strategy Institute | Beginner | 0.75 | 🏅 |
| <a href="https://www.disasterready.org/free-certificate-project-management" target="_blank" rel="noopener noreferrer">Project Management Essentials</a> | Disaster Ready | Beginner | 5 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
<!-- markdown-link-check-enable -->
@@ -366,7 +446,55 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [Customer Relationship Management](https://www.mygreatlearning.com/academy/learn-for-free/courses/customer-relationship-management) | Great Learning | Beginner | 1 | 🏆 |
| <a href="https://academy.hubspot.com/courses/hubspot-service-software" target="_blank" rel="noopener noreferrer">Service Hub Software Certification </a>| HubSpot | Beginner | 2.1 | 🏆 |
| <a href="https://skillsbuild.org/adult-learners/explore-learning/customer-service-representative" target="_blank" rel="noopener noreferrer">Customer Engagement Fundamentals</a>| IBM / SkillsBuild | Intermediate | 24 | 🏅 |
| <a href="https://www.life-global.org/course/35-customer-relationship-management" target="_blank" rel="noopener noreferrer">Customer Relationship Management</a>| HP / Life Global | Beginner | 1 | 🏅 |
| <a href="https://www.testdome.com/tests/customer-service-test/91" target="_blank" rel="noopener noreferrer">Customer Service Test</a>| Test Dome | Intermediate | 0.15 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### Business Analytics
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://certiprof.com/pages/business-intelligence-foundation-professional-certification-bifpc" target="_blank" rel="noopener noreferrer">Business Intelligence Foundation Professional</a> | CertiProf |Beginner| 1 |🏅|
| <a href="https://www.simplilearn.com/introduction-to-business-analysis-free-course-skillup" target="_blank" rel="noopener noreferrer">Business Analysis Basics</a> | Simplilearn |Beginner| 2 | 🏆 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Design
### Photoshop
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://www.mindluster.com/certificate/1568/Adobe-Photoshop" target="_blank" rel="noopener noreferrer">Adobe Photoshop</a> | Mind Luster |Beginner| 1.4 | 🏆 |
| <a href="https://tutorials.nmdprojects.net/play.html?photoshop_erase_shape" target="_blank" rel="noopener noreferrer">How to Erase a shape in Photoshop</a> | UMaine New Media | intermediate| 0.13 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?photoshop_select_shape" target="_blank" rel="noopener noreferrer">How to Select a shape in Photoshop</a> | UMaine New Media | intermediate| 0.1 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?photoshop_insert_shape" target="_blank" rel="noopener noreferrer">How to Insert a shape in Photoshop</a> | UMaine New Media | intermediate| 0.1 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
### Illustrator
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_select_shapes" target="_blank" rel="noopener noreferrer">How to Select shapes in Illustrator</a> | UMaine New Media | Beginner| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_create_shapes" target="_blank" rel="noopener noreferrer">How to Create shapes in Illustrator</a> | UMaine New Media | Beginner| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_wrap_shapes" target="_blank" rel="noopener noreferrer">How to Wrap shapes in Illustrator</a> | UMaine New Media | intermediate| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_manage_color" target="_blank" rel="noopener noreferrer">Manage color in Illustrator</a> | UMaine New Media | Beginner| 0.11 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_apply_strokes_fills" target="_blank" rel="noopener noreferrer">Apply strokes and fills in Illustrator</a> | UMaine New Media | Beginner| 0.1 | 🏅 |
| <a href="https://tutorials.nmdprojects.net/play.html?illustrator_apply_gradient" target="_blank" rel="noopener noreferrer">Apply gradient in Illustrator</a> | UMaine New Media | intermediate| 0.1 | 🏅 |
| <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> | UMaine New Media | Beginner| 0.22 | 🏅 |
| <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> | UMaine New Media | Beginner| 0.2 | 🏅 |
<a href="https://github.com/PanXProject/awesome-certificates?tab=readme-ov-file#contents" target="_blank" rel="noopener noreferrer">⬆️</a>
## Contributors
<a href="https://github.com/panxproject/awesome-certificates/graphs/contributors">
@@ -375,7 +503,10 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
## Other Awesome Lists
- [Open Source Society University](https://github.com/ossu/computer-science) - The OSSU curriculum is a complete education in computer science using online materials. It's not merely for career training or professional development.
- [Awesome Courses](https://github.com/prakhar1989/awesome-courses) - 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 & examinations available online for free.
- [Books](https://github.com/learn-anything/books) - Learn Anything is collecting all material with focus on Computer Science but you'll find other topics ranging from neuro science to philosophy.
- [Learn to Program](https://github.com/karlhorky/learn-to-program) - This list aims to be a curated set of high quality educational resources with focus on foundations of web developement.
- <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.
- <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 & examinations available online for free.
- <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.
- <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.
[certificates.md Github](https://github.com/PanXProject/awesome-certificates
)