mladdict.com(browser simulator) - basic math concepts for Linear Regression, Neural Network, Recurrent Network and Q learning agent
seeing theory(online book) - visual intro to probability & statistics (intuitive explanations for Basic Probability: Compound Probability, Probability Distributions, Frequentist Inference, Bayesian Inference, Regression Analysis)
r2d3.us (visual explanations) - statistical thinking with interactive design (recommended: Decision Tree Part, Bias and Variance, Design in a World where Machines are Learning)
Bonus: Explained Visually (EV)
https://towardsdatascience.com/learn-machine-learning-concepts-interactively-6c3f64518da2
Medium [Follow the People]
https://medium.com/@parulnith
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