Wayne Small's Blog

03 Jan 2020 » How does the Internet work?
19 May 2019 » Conjugate Gradient Part 6
15 May 2019 » Conjugate Gradient Part 5
08 May 2019 » Conjugate Gradient Part 4
02 May 2019 » Conjugate Gradient Part 3b
02 May 2019 » Conjugate Gradient Part 3a
29 Apr 2019 » Conjugate Gradient Part 2
06 Apr 2019 » Conjugate Gradient Part 1
14 Mar 2019 » Deep Reinforcement Learning Bootcamp
01 Feb 2019 » Markov Decision Processes
09 Dec 2018 » PCA & SVD
05 Nov 2018 » Polar Decomposition & SVD
14 Sep 2018 » Approximating Functions with Python and an Orthonormal Basis
31 Jul 2018 » Naive Bayes Classifier
10 Jun 2018 » Bayesian vs Frequentist
05 Jun 2018 » Law of Large Numbers
22 Jan 2018 » Backpropagation & Multilayer Perceptron
09 Jan 2018 » Gradient Descent

Text Notes & Solutions

Ross - First Course in Probability

Axler - Linear Algebra Done Right

Bertsekas and Tsitsiklis - Introduction to Probability