23. Part 5 Association Rule Learning

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24. Apriori

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25. Eclat

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26. Part 6 Reinforcement Learning

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27. Upper Confidence Bound (UCB)

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28. Thompson Sampling

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29. Part 7 Natural Language Processing

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30. Part 8 Deep Learning

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31. Artificial Neural Networks

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32. Convolutional Neural Networks

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33. Part 9 Dimensionality Reduction

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34. Principal Component Analysis (PCA)

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35. Linear Discriminant Analysis (LDA)

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36. Kernel PCA

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37. Part 10 Model Selection & Boosting

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38. Model Selection

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39. XGBoost

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1. Intro to Course and Python

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2. Setup

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3. Learning Numpy

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