Module 1

Before the course

1. 1.(W00) Course Instructions

Module 2

Module 1

1. 1.(W54M00) Code Repository
2. 2.(W54M01) File formats
3. 3.(W54M02) Regex
4. 4.(W54M03) Punctuation
5. 5.(W54M04) Remove tags
6. 6.(W54M05) Tokenize
7. 7.(W54M06) Stopwords and standardization
8. 8.(W54M07) Stemming and lemmatization
9. 9.(W54M08) Ngrams
10. 10.(W54M09) Bag of words, wordcloud, and histogram

Module 3

Module 2

1. 1.(W54M11) Google
2. 2.(W54M12) PubMed
3. 3.(W54M13) Twitter
4. 4.(W54M14) Trends
5. 5.(W54M15) Reddit

Module 4

Module 3

1. 1.(W54M16) Carrot2
2. 2.(W54M17) Document similarity
3. 3.(W54M18) GloVe
4. 4.(W54M19) Clustering
5. 5.(W54M20) Sentiment Analysis
6. 6.(W54M21) Hate speech models
7. 7.(W54M22) Save the model