September 12, 2018September 21, 2018 Chelsea

Design Patterns for Data Science, Part 2: Paper vs. Ceramic

September 11, 2018October 9, 2018 Chelsea

Design Patterns for Data Science, Part 1: Python Files and Notebooks

April 29, 2018October 12, 2018 Chelsea

Progress Report on Error Analysis Visualizations: Classification Added!

November 23, 2017October 12, 2018 Chelsea

Progress Report on Multivariate Linear Regression Visualizations

October 24, 2017October 12, 2018 Chelsea

The Numpy API: Resources, Idiosyncracies, Examples

September 21, 2017October 12, 2018 Chelsea

A Visual for High-Dimension Regression Data

September 9, 2017September 12, 2017 Chelsea

Building a Motion Detector to Learn OpenCV

June 29, 2017July 27, 2017 Chelsea

Takeaways: Machine Learning Yearning by Andrew Ng, Chapters 1-14

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Machine Learning Intuition: Understanding Taylor Series Approximation

February 23, 2017October 13, 2018 Chelsea

Machine Learning Intuition: Using Derivatives to Minimize the Cost Function