Flying Whales
MachineLearning
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Linear Regression
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K-means clustering
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Linear Support Vector Machine (SVM)
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Logistic Regression
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Naive Bayes
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Softmax Regression
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Decision Tree
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Random Forest
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Principal Component Analysis - PCA
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Markov Decision Process (MDP)
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Reinforcement Learning: Q-learning and social cooperation
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A machine learning project recipe
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K nearest neighbors
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An Introduction on Natural Language Processing (NLP)
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The Ethics of AI
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An NLP Recipe
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NLP: LSI and LDA
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Clustering: Flat and Hierarchical
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Clustering: DBSCAN
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Restricted Boltzmann Machine
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Boosting
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Stacking
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Time series: ARIMA
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t-SNE
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Collaborative Filtering
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Content-based Filtering
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Feature Selection
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Feature Engineering