2024-05-11 13:38:11 +00:00
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# List of sections
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2024-06-01 22:33:18 +00:00
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- [Introduction to scikit-learn](sklearn-introduction.md)
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2024-06-01 22:31:46 +00:00
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- [Binomial Distribution](binomial-distribution.md)
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- [Regression in Machine Learning](regression.md)
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2024-05-17 13:28:33 +00:00
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- [Confusion Matrix](confusion-matrix.md)
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2024-06-01 22:31:46 +00:00
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- [Decision Tree Learning](decision-tree.md)
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2024-06-01 21:49:01 +00:00
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- [Random Forest](random-forest.md)
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2024-05-18 07:14:43 +00:00
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- [Support Vector Machine Algorithm](support-vector-machine.md)
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2024-06-01 22:31:46 +00:00
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- [Artificial Neural Network from the Ground Up](ann.md)
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2024-06-01 21:42:19 +00:00
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- [Introduction To Convolutional Neural Networks (CNNs)](intro-to-cnn.md)
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2024-06-01 22:31:46 +00:00
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- [TensorFlow.md](tensorflow.md)
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2024-05-27 03:10:56 +00:00
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- [PyTorch.md](pytorch.md)
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2024-06-08 04:59:21 +00:00
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- [Ensemble Learning](ensemble-learning.md)
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2024-06-01 22:31:46 +00:00
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- [Types of optimizers](types-of-optimizers.md)
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2024-05-31 00:51:28 +00:00
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- [Logistic Regression](logistic-regression.md)
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2024-06-01 22:48:00 +00:00
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- [Types_of_Cost_Functions](cost-functions.md)
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2024-05-31 04:48:24 +00:00
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- [Clustering](clustering.md)
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2024-06-02 03:51:45 +00:00
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- [Hierarchical Clustering](hierarchical-clustering.md)
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2024-05-31 02:28:39 +00:00
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- [Grid Search](grid-search.md)
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2024-06-02 04:53:56 +00:00
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- [Transformers](transformers.md)
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2024-06-08 04:50:27 +00:00
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- [K-nearest neighbor (KNN)](knn.md)
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2024-06-09 07:42:13 +00:00
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- [Reinforcement Learning](reinforcement-learning.md)
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