Courses & Videos
Some of the courses I want to take:
Economics and Finance
- Economics of Money and Banking by Perry G Mehrling
- Finacial Markets by Robert Shiller
- Finance Theory 1 by Andrew Lo
- Financial Theory by John Geanakoplos
- Introduction to Microeconomics
- Principles of Economics: Macroeconomics
- William Ackman: Everything You Need to Know About Finance and Investing
- Become a Master of Finance with Harvard Professor Mihir Desai
- Intro to Economics: Crash Course
- Microeconomics- Everything You Need to Know
- MIT: Principles of Microeconomics
Mathematics
- Mathematics for Machine Learning Specialization
- Linear Algebra for Machine Learning
- Linear Algebra for Machine Learning
- Linear Algebra for beginner
- Linear Algebra from beginner to experts
- Linear Algebra Refresher Course
- Eigen vectors and Eigen values
- Multivariate calculus
- Calculus for beginners
- Visual Information Theory
Statistics & Probability
Machine Learning
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow - Aurélien Géron
- Intro to Machine Learning by Kaggle
- Intermediate Machine Learning by Kaggle
- Introduction to Machine Learning by Google
- Introduction to Machine Learning Problem Framing
- Deep Learning Book
- Neural Networks: Zero to Hero by Andrew Karpathy
- Articial Intelligence for Trading
- Introduction to Machine Learning Course
- AWS Machine learning foundation course
- Train and evaluate regression models
- Machine learning system design - Stanford
- Learn from ML experts at Google
- More resources from Twitter thread
- Neural Network From Scratch
- Machine Learning - Tom M. Mitchell