Yury KashnitskyinOpen Machine Learning CourseOpen Machine Learning Course. Topic 8. Vowpal Wabbit: Fast Learning with Gigabytes of DataThis week, we’ll cover two reasons for Vowpal Wabbit’s exceptional training speed, namely, online learning and hashing trick, in both…Apr 2, 20182Apr 2, 20182
Yury KashnitskyinOpen Machine Learning CourseOpen Machine Learning Course. Topic 5. Bagging and Random ForestIn the previous articles, you saw different classification algorithms as well as techniques for how to properly validate and evaluate the…Mar 5, 20181Mar 5, 20181
Yury KashnitskyinOpen Machine Learning CourseOpen Machine Learning Course. Topic 4. Linear Classification and RegressionWelcome to the 4-th week of our course! Now we will present our most important topic — linear models. If you have your data prepared and…Feb 26, 20183Feb 26, 20183
Yury KashnitskyinOpen Machine Learning CourseOpen Machine Learning Course. Topic 3. Classification, Decision Trees and k Nearest NeighborsHi! This is the third article in our series. Today we finally reach machine learning. This is going to be exciting!Feb 19, 20187Feb 19, 20187
Yury KashnitskyinOpen Machine Learning CourseOpen Machine Learning Course. Topic 1. Exploratory Data Analysis with PandasWith this article, we, OpenDataScience, launch an open Machine Learning course. This is not aimed at developing another comprehensive…Feb 5, 201821Feb 5, 201821