Chapter 01: What are You Feeling Like?
Lesson 01: Introduction: You, This Course & Us!
Lesson 02: Sentiment Analysis: What’s all the fuss about?
Lesson 03: Machine Learning Solutions for Sentiment Analysis: the devil is in the details
Lesson 04: Sentiment Lexicons (with an introduction to WordNet and SentiWordNet)
Lesson 05: Installing Python – Anaconda and Pip
Lesson 06: Back to Basics: Numpy in Python
Lesson 07: Back to Basics: Numpy & Scipy in Python
Lesson 08: Regular Expressions
Lesson 09: Regular Expressions in Python
Lesson 10: Put it to work: Twitter Sentiment Analysis
Lesson 11: Twitter Sentiment Analysis: Work the API
Lesson 12: Twitter Sentiment Analysis: Regular Expressions for Preprocessing
Lesson 13: Twitter Sentiment Analysis: Naive Bayes, SVM & SentiWordNet