DataCamp

Machine Learning

1. machine learning for everyone
2. introduction to Python
3. intermediate Python
4. Python data science toolbox part 1
5. Python data science toolbox part 2
6. statistical thinking in Python - part 1
7. supervised learning with scikit-learn
8. unsupervised learning in Python
9. linear classifiers in Python
10. machine learning with tree-based models in Python
11. extreme gradient boosting with XGBoost
12. cluster analysis in Python
13. dimensionality reduction in Python
14. preprocessing for machine learning in Python
15. machine learning for time series data in Python
16. feature engineering for machine learning in Python
17. model validation in Python
18. introduction to natural language processing in Python
19. feature engineering for NLP in Python
20. introduction to TensorFlow in Python

Other

• all Jupyter Notebooks