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Topic: python

NLP - Lexical Processing

NLP - Lexical Processing

Preface Word Frequencies and Stop Words Tokenisation Bag-of-Words Representation Stemming and…

  • nlp
  • natural-language-processing
  • python
  • lexical-processing
NLP - Regular Expressions

NLP - Regular Expressions

Preface Areas of Application Understanding Text Text Encoding Encoding Standard Regular Expressions…

  • nlp
  • natural-language-processing
  • python
Gaussian Mixture Models

Gaussian Mixture Models

Purpose Limitations of K-Means Advantages of GMMs over K-Means Limitations of Fitting the Data using…

  • python
  • machine-learning
  • predictive-analysis
  • unsupervised-learning
Support Vector Machines

Support Vector Machines

Support Vector Machines Maximal Marginal Classifier Soft Margin Classifier Summary Questions Kernels…

  • python
  • machine-learning
  • predictive-analysis
Principal Component Analysis

Principal Component Analysis

Principal Component Analysis Problem with having a lot of features Applications of PCA…

  • python
  • machine-learning
  • predictive-analysis
  • unsupervised-learning
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