2020-04-29 · Intro to fundamental topics on linear algebra for machine learning with Numpy and Python. Suited for beginner/intermediate Lvl practitioners. Work in ...

linear-algebra math tutorial article

2020-05-01 · On-line interactive book introducing the history, theory, and math of Neural Network Models with Python, from a Cog Science perspective.

neural-networks convolutional-neural-networks recurrent-neural-networks deep-learning

2020-06-12 · Introduction to Jupyter Notebooks & JupyterLab: set-up, user-guide, and best practices with Python. This is a beginner level intro.

python jupyter-notebook ide tutorial

2020-02-25 · Introduction to linear regression covering the math, basic theory, and implementation with Python and sklearn.

machine-learning linear-regression regression article