Here is the list of everything I have learned and from what sources I have learned

Book - Speech and Language Processing (3rd ed. draft) by Dan Jurafsky and James H. Martin

1. Regular Expressions, Text Normalization, Edit Distance
2. N-gram Language Models
3. Naive Bayes and Sentiment Classification