Course outline(W54M07) Stemming and lemmatization

Your course

Natural Language Processing for OSINT & Threat Analysis (W54)

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
Course overview
Module 2Lesson 8

(W54M07) Stemming and lemmatization

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