Free Certification Courses Collection

We gathered a full list of free IBM, Udacity, Harvard, and other partner certification courses. These are excellent starting points if you want to learn Python, SQL, Data Analysis, Visualization, Machine Learning, and more.

Programming and Data Science Foundations

1. Python for Data Science
   🔗 https://cognitiveclass.ai/courses/python-for-data-science
2. SQL for Data Analysis
   🔗 https://cognitiveclass.ai/courses/learn-sql-relational-databases
3. Data Analysis with Python
   🔗 https://cognitiveclass.ai/courses/data-analysis-python
4. Data Visualization with Python
   🔗 https://cognitiveclass.ai/courses/data-visualization-python
5. IBM Data Science Professional Course
   🔗 https://imp.i384100.net/JKNAqa
6. Python (FreeCodeCamp)
   🔗 https://www.freecodecamp.org/learn/scientific-computing-with-python/
7. Introduction to Programming with Python (edX)
   🔗 https://edx.sjv.io/gOE7oB
8. SQL (OpenClassrooms)
   🔗 https://openclassrooms.com/en/courses/2071486-retrieve-data-using-sql

Business Tools and Visualization

9. Excel (Simplilearn)
   🔗 https://www.simplilearn.com/learn-business-analytics-excel-fundamentals-skillup
10. PowerBI (OpenClassrooms)
    🔗 http://openclassrooms.com/courses/7434291-create-dashboards-with-powerbi
11. Tableau (OpenClassrooms)
    🔗 https://openclassrooms.com/en/courses/5873606-create-dashboards-with-tableau

Math and Statistics

12. Mathematics & Statistics (MathWorks)
    🔗 https://matlabacademy.mathworks.com/?page=1&sort=featured
13. Data Science: Inference and Modeling (Harvard)
    🔗 https://edx.sjv.io/XmeR1a

Data Processing and Cleaning

14. Data Analysis (IBM CognitiveClass)
    🔗 https://cognitiveclass.ai/courses/data-analysis-python
15. Data Visualization (Harvard)
    🔗 https://edx.sjv.io/o49vn9
16. Data Pre-Processing (edX)
    🔗 https://edx.sjv.io/WykzYM
17. Data Cleaning (Kaggle)
    🔗 https://www.kaggle.com/learn/data-cleaning
18. Data Visualization (IBM CognitiveClass)
    🔗 http://cognitiveclass.ai/courses/data-visualization-python

Machine Learning and AI

19. Machine Learning (Simplilearn)
    🔗 https://www.simplilearn.com/learn-machine-learning-algorithms-free-course-skillup
20. Deep Learning (Kaggle)
    🔗 https://www.kaggle.com/learn/intro-to-deep-learning

This collection covers the full journey:

• Start with Python and SQL
• Build skills with Excel, PowerBI, Tableau
• Learn Statistics and Data Pre-Processing
• Advance to Machine Learning and Deep Learning