Introduction to Machine Learning
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Welcome! (4:36)
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What is Data Science and Machine Learning? (9:32)
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Getting Started with Python and Scikit-Learn (5:06)
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Types of Machine learning algorithms (8:53)
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Playing Around with Anaconda and Jupyter (8:49)
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Playing with some Python Code (10:44)
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Fitting a Machine Learning Model (KNN Algorithm) - Part 1 (13:36)
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Fitting a Machine Learning Model (KNN Algorithm) Part 2 (20:27)
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Fitting a Machine Learning Model (Logistic Regression Algorithm) (14:54)
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Validation using Model Selection (Train and Test) (23:40)
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Finalizing Your optimum algorithm (K-Fold Cross Validation) (19:53)
