Resources for Data Scientists

Looking for resources to understand the math behind data science and machine learning? This is my advice.

• Mathematics for Machine Learning, by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. Published by Cambridge University Press.
• Probability Course EDX.
• Immersive linear algebra by J. Ström, K. Åström, and T. Akenine-Möller
• Basic Linear Algebra for Deep Learning and Machine Learning Python Tutorial

If you are not proficient in Python:

• Python Course
• Pandas Course
• Python Course
• Python Tutorials
• Pandas