12 months Math x ML Challenge

For a neuroscience researcher aspiring to merge Neuroscience and AI, deep, solid knowledge from both fields are necessary. Since I already have 8 years of research experience in neuroscience, the math/ML knowledge will be the focus of my 12 months challenge. This challenge is inspired by Scott Young: https://www.scotthyoung.com/blog/my-projects/


Start date: 3-7-2018
End date: 3-7-2019

Curriculum:

Mathematics

• Statistics - textbook: An Introduction to Statistical Learning, by James et al.
• Linear Algebra - Gilbert Strang
• Calculus - MIT course

Machine Learning

• Deep Learning by Goodfellow et al.
• Machine Learning online course @ Stanford
• Deep Learning course by Udacity