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Jonas Zeunert
2024-04-23 15:17:38 +02:00
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@@ -1,8 +1,7 @@
 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) 
 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) 
Contribution guidelines (https://github.com/PanXProject/awesome-certificates/blob/main/contributing.md) /
@@ -24,15 +23,12 @@
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 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. 
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 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.
@@ -69,49 +65,32 @@
Security
│ Course Name │ Course Provider │ Level │Hour(s)│ Reward │
├───────────────────────────────────────────────────────────────────────────────────────┼────────────────────────┼────────────┼───────┼───────────────────────────────────────────────────────┤
│Intro to Cybersecurity │Cisco Networking Academy│Beginner │ 15 │ 🏅  │
│ (https://www.netacad.com/courses/cybersecurity/introduction-cybersecurity) │ │ │  │(https://www.youracclaim.com/org/cisco/badge/introducti│
│ │ │ │  │ on-to-cybersecurity) │
│Cybersecurity Essentials │Cisco Networking Academy│Intermediate│ 30 │ 🏅  │
│ (https://www.netacad.com/courses/cybersecurity/cybersecurity-essentials) │ │ │  │(https://www.youracclaim.com/org/cisco/badge/cybersecur│
│ │ │ │  │ ity-essentials) │
│Intro to Packet Tracer (https://www.netacad.com/courses/packet-tracer) │Cisco Networking Academy│Beginner │ 10 │ 🏅  │
│ │ │ │  │(https://www.youracclaim.com/org/cisco/badge/introducti│
│ │ │ │  │ on-to-packet-tracer) │
│Cybersecurity Fundamentals │IBM / SkillsBuild │Beginner │ 10 │ 🏅  │
│ (https://skills.yourlearning.ibm.com/activity/ILB-DNRPWDGQGMMY7GGD) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/cybersecurit│
│ │ │ │  │ y-fundamentals) │
│Information Security Certification │FreeCodeCamp │Professional│ 300 │ 🏆 │
│ (https://www.freecodecamp.org/learn/information-security/) │ │ │  │  │
│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-cyb│
│ │ │ │  │ ersecurity-cc) │
│Introduction to Cyber Security  │Great Learning │Beginner │ 3 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-cyber-s│ │ │  │  │
│ecurity) │ │ │  │  │
│Types of Cyber Security  │Great Learning │Beginner │ 1 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/types-of-cyber-security│ │ │  │  │
│) │ │ │  │  │
│Cyber Forensics │Great Learning │Beginner │ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/cyber-forensics) │ │ │  │  │
│Introduction to Information Security  │Great Learning │Beginner │ 2 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-informa│ │ │  │  │
│tion-security) │ │ │  │  │
│Network Security │Great Learning │Beginner │ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/network-security) │ │ │  │  │
│Advanced Cyber Security - Threats and Governance  │Great Learning │Beginner │ 2 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/advanced-cyber-security│ │ │  │  │
│-threats-and-governance) │ │ │  │  │
│Encryption Basics │Great Learning │Beginner │ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/encryption) │ │ │  │  │
│ 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 │Great Learning │Beginner │ 3 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-cyber-security) │ │ │  │  │
│Types of Cyber Security │Great Learning │Beginner │ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/types-of-cyber-security) │ │ │  │  │
│Cyber Forensics (https://www.mygreatlearning.com/academy/learn-for-free/courses/cyber-forensics) │Great Learning │Beginner │ 1 │ 🏆 │
│Introduction to Information Security │Great Learning │Beginner │ 2 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-information-security) │ │ │  │  │
│Network Security (https://www.mygreatlearning.com/academy/learn-for-free/courses/network-security) │Great Learning │Beginner │ 1 │ 🏆 │
│Advanced Cyber Security - Threats and Governance  │Great Learning │Beginner │ 2 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/advanced-cyber-security-threats-and-governanc│ │ │  │  │
│e) │ │ │  │  │
│Encryption Basics (https://www.mygreatlearning.com/academy/learn-for-free/courses/encryption) │Great Learning │Beginner │ 1 │ 🏆 │
Front-End
@@ -161,29 +140,19 @@
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-usi│
│ │ │ │  │ ng-python) │
│Data Analysis with Python Certification │FreeCodeCamp │Professional│ 300 │ 🏆 │
│ (https://www.freecodecamp.org/learn/data-analysis-with-python/) │ │ │  │  │
│Data Visualization with Python │IBM / Cognitive Class│Intermediate│ 3 │ 🏅  │
│ (https://cognitiveclass.ai/courses/data-visualization-with-python) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/data-visualizatio│
│ │ │ │  │ n-using-python) │
│Data Visualization with R │IBM / Cognitive Class│Beginner │ 3 │ 🏅  │
│ (https://cognitiveclass.ai/courses/data-visualization-with-r/) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/data-visualizatio│
│ │ │ │  │ n-with-r) │
│Data Visualization Certification │FreeCodeCamp │Professional│ 300 │ 🏆 │
│ (https://www.freecodecamp.org/learn/data-visualization/) │ │ │  │  │
│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  │Great Learning │Beginner │ 1 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualisation-in│ │ │  │  │
│-tableau) │ │ │  │  │
│Data Visualization With Power BI  │Great Learning │Beginner │ 2 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualization-wi│ │ │  │  │
│th-power-bi) │ │ │  │  │
│ 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 │Great Learning │Beginner │ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualisation-in-tableau) │ │ │  │  │
│Data Visualization With Power BI │Great Learning │Beginner │ 2 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualization-with-power-bi) │ │ │  │  │
Statistics
@@ -195,106 +164,75 @@
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/pytho│
│ │ │ │  │ n-for-data-science) │
│Popular Applications of Data Science  │Great Learning │Beginner│ 1 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/popular-applications-of-data-science)│ │ │  │  │
│Career in Data Science │Great Learning │Beginner│ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/career-in-data-science) │ │ │  │  │
│Introduction to Data Science │Great Learning │Beginner│ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-data-science) │ │ │  │  │
│Data Science Mathematics │Great Learning │Beginner│ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/data-science-mathematics) │ │ │  │  │
│R for Data Science │Great Learning │Beginner│ 2 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/r-for-data-science) │ │ │  │  │
│Statistical Methods for Data Science  │Great Learning │Beginner│ 2 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/statistical-methods-for-decision-maki│ │ │  │  │
│ng) │ │ │  │  │
│Probability for Data Science │Great Learning │Beginner│ 2 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science) │ │ │  │  │
│Data Preprocessing │Great Learning │Beginner│ 2 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/data-preprocessing) │ │ │  │  │
│SQL for Data Science │Great Learning │Beginner│ 3 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/sql-for-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 │Great Learning │Beginner│ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/popular-applications-of-data-science) │ │ │  │  │
│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 │Great Learning │Beginner│ 1 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-data-science) │ │ │  │  │
│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 │Great Learning │Beginner│ 2 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/statistical-methods-for-decision-making) │ │ │  │  │
│Probability for Data Science │Great Learning │Beginner│ 2 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science) │ │ │  │  │
│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 │ 🏆 │
Big Data
│ Course Name │ Course Provider │ Level │Hour(s)│ Reward │
├─────────────────────────────────────────────────────────────────────────┼──────────────────────┼────────┼───────┼───────────────────────────────────────────────────────────────────────────┤
│Big Data Foundations - Level 1 │IBM / Cognitive Class │Beginner│ 3 │🏅 (https://www.youracclaim.com/org/ibm/badge/big-data-foundations-level-1)│
│ (https://cognitiveclass.ai/courses/what-is-big-data) │ │ │  │  │
│Hadoop Foundations - Level 1  │IBM / Cognitive Class│Beginner│ 4 │ 🏅 (https://www.youracclaim.com/org/ibm/badge/hadoop-foundations-level-1) │
│(https://cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0111EN+2│ │ │  │  │
│016) │ │ │  │  │
│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) │
│ 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) │
Machine and Deep Learning
│ Course Name │ Course Provider │ Level │Hour(s)│ Reward │
├─────────────────────────────────────────────────────────────────────────────┼─────────────────────┼────────────┼───────┼────────────────────────────────────────────────────────────────────┤
│Deep Learning Fundamentals │IBM / Cognitive Class│Intermediate│ 3 │ 🏅  │
│ (https://cognitiveclass.ai/courses/introduction-deep-learning) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/deep-learning-essentials)│
│Deep Learning with TensorFlow │IBM / Cognitive Class│Beginner │ 3 │ 🏅  │
│ (https://cognitiveclass.ai/courses/deep-learning-tensorflow) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/deep-learning-using-tenso│
│ │ │ │  │ rflow) │
│Machine Learning with Python │IBM / Cognitive Class│Beginner │ 3 │ 🏅  │
│ (https://cognitiveclass.ai/courses/machine-learning-with-python/) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/machine-learning-with-pyt│
│ │ │ │  │ hon-level-1) │
│Machine Learning with Python Certification │FreeCodeCamp │Professional│ 300 │ 🏆 │
│ (https://www.freecodecamp.org/learn/machine-learning-with-python/) │ │ │  │  │
│Intro to Machine Learning │Kaggle │Beginner │ 3 │ 🏆 │
│ (https://www.kaggle.com/learn/intro-to-machine-learning) │ │ │  │  │
│Intermediate Machine Learning │Kaggle │Intermediate│ 4 │ 🏆 │
│ (https://www.kaggle.com/learn/intermediate-machine-learning) │ │ │  │  │
│Machine Learning Explainability │Kaggle │Intermediate│ 4 │ 🏆 │
│ (https://www.kaggle.com/learn/machine-learning-explainability) │ │ │  │  │
│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 │ 🏆 │
│ 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 │FreeCodeCamp │Professional│ 300 │ 🏆 │
│ (https://www.freecodecamp.org/learn/machine-learning-with-python/) │ │ │  │  │
│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 │ 🏆 │
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 │Great Learning │Beginner │ 1.5 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-artificial-intelligence-1) │ │ │  │  │
│Foundations of Prompt Engineering │Amazon │Intermediate│ 4 │ 🏆 │
│ (https://explore.skillbuilder.aws/learn/course/external/view/elearning/17763/foundations-of-prompt-engineering) │ │ │  │  │
│Generative AI for Decision Makers │Amazon │Beginner │ 3 │ 🏆 │
│ (https://explore.skillbuilder.aws/learn/public/learning_plan/view/1909/generative-ai-learning-plan-for-decision-makers) │ │ │  │  │
│Generative AI Fundamentals (https://www.databricks.com/resources/learn/training/generative-ai-fundamentals) │Data Bricks │Beginner │ 0.5 │ 🏅 │
│Career Essentials in Generative AI │LinkedIn & Microsoft │Beginner │ 4.5 │ 🏆 │
│ (https://www.linkedin.com/learning/paths/career-essentials-in-generative-ai-by-microsoft-and-linkedin) │ │ │  │  │
│ 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 │ 🏆 │
Networking
│ Course Name │ Course Provider │ Level │Hour(s)│ Reward │
├────────────────────────────────────────────────────────────────────────┼────────────────────────┼────────────┼───────┼──────────────────────────────────────────────────────────────────────┤
│Networking Essentials │Cisco Networking Academy│Intermediate│ 70 │🏅 (https://www.youracclaim.com/org/cisco/badge/networking-essentials)│
│ (https://www.netacad.com/courses/networking/networking-essentials) │ │ │  │  │
│CS402: Computer Communications and Networks │Saylor Academy │Intermediate│ 60 │ 🏆 │
│ (https://learn.saylor.org/course/view.php?id=84) │ │ │  │  │
│ 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 │ 🏆 │
Operating Systems
@@ -318,11 +256,10 @@
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 │IBM / Cognitive Class │Beginner│ 3 │ 🏅 │
│ (https://cognitiveclass.ai/courses/build-robots-with-tjbot) │ │ │  │  │
│ 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 │ 🏅 │
Chatbots
@@ -337,22 +274,16 @@
DevOps
│ Course Name │ Course Provider │ Level │Hour(s)│ Reward │
├───────────────────────────────────────────────────────────────────────────────────┼─────────────────────┼────────┼───────┼──────────────────────────────────────────────────────────────────┤
│Containers, K8s and Istio on IBM cloud │IBM / Cognitive Class│Beginner│ 9 │ 🏅  │
│ (https://cognitiveclass.ai/learn/containers-k8s-and-istio-on-ibm-cloud) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/containers-k8s-and-isti│
│ │ │ │  │ o-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-dev│
│ │ │ │  │ eloper-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 │IBM / Cognitive Class│Beginner│ 3 │ 🏅  │
│ (https://cognitiveclass.ai/courses/kubernetes-course) │ │ │  │(https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-e│
│ │ │ │  │ ssentials) │
│Introduction to Kubernetes  │Great Learning │Beginner│ 1.5 │ 🏆 │
│(https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-kub│ │ │  │  │
│ernetes1) │ │ │  │  │
│ Course Name │ Course Provider │ Level │Hour(s)│ Reward │
├─────────────────────────────────────────────────────────────────────────────────────────────────────────┼─────────────────────┼────────┼───────┼─────────────────────────────────────────────────────────────────────────────────────────┤
│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) │
│ (https://cognitiveclass.ai/learn/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 │IBM / Cognitive Class│Beginner│ 3 │ 🏅 (https://www.youracclaim.com/org/ibm/badge/containers-kubernetes-essentials) │
│ (https://cognitiveclass.ai/courses/kubernetes-course) │ │ │  │  │
│Introduction to Kubernetes │Great Learning │Beginner│ 1.5 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-kubernetes1) │ │ │  │  │
Programming Languages
@@ -390,27 +321,25 @@
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 │IBM / Cognitive Class│Beginner│ 3 │🏅 (https://www.youracclaim.com/org/ibm/badge/using-r-with-databases)│
│ (https://cognitiveclass.ai/courses/using-r-with-databases/) │ │ │  │  │
│R (https://www.hackerrank.com/skills-verification/r_basic) │HackerRank │Beginner│ 1.5 │ 🏆 │
│ 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 │ 🏆 │
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 │Great Leaning │Beginner │ 3 │ 🏆 │
│ (https://www.mygreatlearning.com/academy/learn-for-free/courses/python-for-machine-learning-and-data-science) │ │ │  │  │
│ 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 │ 🏆 │
Theories and Concepts
@@ -456,13 +385,15 @@
├──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼───────────────┼────────┼───────┼──────┤
│Customer Relationship Management (https://www.mygreatlearning.com/academy/learn-for-free/courses/customer-relationship-management)│Great Learning │Beginner│ 1 │ 🏆 │
Contributors 
 
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. 
- 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.