Following an eventful week at NeurIPS 2019, I summarize some key trends in machine learning today. (more…)

There has always been a census undercount because some people are hard to locate, contact, and interview. Read here how OmniSci is used to visualize a massive GPS mobility dataset, correlate the observations with historical censuses, and then predict cens... (more…)

This talk, titled The 7 Reasons Most Machine Learning Funds Fail, looks at the particularly high rate of failure in financial machine learning. The few manag... (more…)

Syllabus – What you will learn from this course 1.Introduction 2.Linear Regression with One Variable 3.Linear Algebra Review 4.Linear Regression with Multiple Variables 5.Octave/Matlab Tutorial 6.Logistic Regression 7.Regularization 8.Neural Networks: Rep... (more…)

Containers for machine learning. Contribute to replicate/cog development by creating an account on GitHub. (more…)