Data Science Analytics

This is the GitHub repository of Data Science Analytics (M461)/Advanced Analytics (M561)

Contents:

• Data Manipulation and Data Visualization
• Classification Problems
• Regression
• Trees, Ensemble Methods and Random Forests
• Naive Bayes and Text Classification
• Clustering and Segmentation

Extra Topics:

• Deep Learning (for Natural Language Processing, Image Classification and Computer Vision)
• Processing Massively Large Data Sets: Sequential, Parallel, and Distributed Computing