MSCI 723 Big Data Analytics Tut1: Open Source Data Science tools and Exploratory Data Analysis

MSCI 723 Big Data Analytics Tut2: Using servers for data analysis and linear regression

MSCI 723 Big Data Analytics Tut3: Generalized Regression: (Robust, Piece wise, Non-linear and Multi)

MSCI 723 Big Data Analytics Tut4: Classification with Naive Bayes, Decision Trees, Random Forest

MSCI 723 Big Data Analytics Tut5: Cross validation, Hyper-Parameter Tuning and Learning Curves

MSCI 723 Big Data Analytics Tut6: Association Rule Learning, Apriori Algorithm

MSCI 723 Big Data Analytics Tut7: K means Clustering, Robust Clustering, Latent Topic Modeling

MSCI 723 Big Data Analytics Tut8: Nearest neighbour and Linear Models Classification / Regression