Some of the most useful courses online#
The Data Science Course 2021: Complete Data Science Bootcamp. The course is very precise and well organized. They have a good combination of theory with good practical examples tht are relevent today
Principles, Statistical and Computational Tools for Reproducible Data Science Harvard also has a very nice Master’s program in Data Science
Berkeley Online Data Analytics Boot Camp : Berkeley also has a one year Master’s program on Analytics and Data Science. Have found the Berkeley courses to be good in terms of practicality.
Competitions#
- Kaggle : A very useful source for experimental datasets to play and see how some of the algorithms function. They have a good collection of courses, datasets and competition results.
Frameworks#
Tools and Frameworks that are very useful in this Arena
Building Cloud Frameworks with Kubernetes and Docker has been extremely useful
Introductory IPython Notebooks#
Simple notebooks to familiarize with Python, Pandas, Numpy, Matplotlib, Seaborn and Tensorflow. These notebooks can be used with Jupyter or Google Colab