Python

Repo	Tool	Topics	Final Project
Big Data Analytics	Spark	Hadoop, Spark, Logistic Regression, Regularization,Statistical Learning, PCA, Random Forest, Gradient Boosting Machines, Bootstrap Sampling, Bagging, Deep Learning	Loan Status Prediction
Introduction to Data Science	Scikit-learn	Preprocessing, Visualization, Classification (Basics/Lazy/Bayesian), Clustering (Partitional/Hierarchical/Density), Evaluation, Association, Anomaly Detection, Web Mining, Recommender Systems	Sentiment Classification on Movie Reviews
Natural Language Processing	NLTK	Machine Learning, Linguistic analysis, Tokenization, Semantics, Part-of-speech tagging, syntax and discourse, Sentiment analysis, Dialogue systems	Sentiment Analysis on Trump Impeachment