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processing ut austin

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  1. Introduction (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  2. Linear Binary Classification (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  3. Sentiment Analysis and Basic Feature Extraction (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  4. Basics of Learning, Gradient Descent (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  5. Perceptron (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  6. Perceptron as Minimizing Loss (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  7. Logistic Regression (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  8. Sentiment Analysis (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  9. Optimization Basics (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes
  10. Multiclass Classification (Natural Language Processing at UT Austin)Natural Language Processing at UT Austin, 2021-2022 version (Greg Durrett)Notes

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