Lectures

Feature Selection for Machine Learning

• Unsupervised Feature Selection: Applications, Trends, and Challenges (Spanish)

Linear Regression 

• A document describing the deduction of parameters in Simple Linear Regression  [pdf].

Feature Selection

• How to Choose a Feature Selection Method For Machine Learning

Data Science and  Machine Learning

• Web Mining (Spanish)

• 10 free must-read books for Machine Learning and Data Science

Programming

• 50 most useful Linux commands to run in the terminal

• Best Plotting Tools for Linux for Creating Scientific Graphs

• Command Line Tools to Monitor Linux Performance