Data Science - Theory and Practice

• 01 Oct 2018 » Chi Squared And T Distribution: Where Do They Come From?
• 20 Jun 2018 » Monte Carlo Sampling Methods
• 18 Jun 2018 » Introduction To Online Reinforcment Learning Via Markov Decision Processes
• 26 Dec 2017 » Introduction To Ensemble Methods
• 01 Nov 2017 » Introduction To Classification
• 15 Oct 2017 » Introduction To Decision Trees
• 04 Jul 2017 » Introduction To Regression
• 10 Jun 2017 » Statistical Confidence And Power
• 28 May 2017 » Hypothesis Testing
• 08 Feb 2017 » Model Selection, Regularization, And Evaluation: updated