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Sommaire: Algorithmes de Machine Learning

Algorithmes de Machine Learning

• Regression
  • Linear Regression
  • Polynomial Regression
• Classification
  • Logistic Regression
  • K Nearest Neighbours (K-NN)
  • Naive Bayes
  • Support Vector Machines (SVM)
  • Decision Tree
• Clustering
  • K-Means
• Patterns Search
  • Apriori
• Dimension reduction
  • Principal Component Analysis (PCA)
• Neural Nets
  • Perceptrons, Artificial Neural Networks (ANN)
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN), LSTM, GRU
• Natural Language Processing
  • Bag of Words
  • N-gramme
  • TF-IDF
  • One hot encoding
  • Word embeddings

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