Machine learning and other data analysis tools are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning and artificial intelligence will be introduced, analyzed and practically implemented.
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CS-433 Machine learning | Week 9 Part 2
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CS-433 Machine learning | Week 9 Part 1
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CS-433 Machine learning | Week 8 Part 2
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Note: the first minute was lost due to a technical problem, but it was only a recap of last week, so nothing important is missing. If you like, you can also watch the…
CS-433 Machine learning | Week 8 Part 1
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CS-433 Machine learning | Week 7 Part 2
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CS-433 Machine learning | Week 7 Part 1
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CS-433 Machine learning | Week 6 Part 2
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CS-433 Machine learning | Week 6 Part 1
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Logistic Regression
CS-433 Machine learning | Week 5 Part 2
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Classification
CS-433 Machine learning | Week 5 Part 1
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Bias-Variance Decomposition
CS-433 Machine learning | Week 4 Part 2
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Generalization, Model Selection, and Validation
CS-433 Machine learning | Week 4 Part 1
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CS-433 Machine learning | Week 3 Part 2
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CS-433 Machine learning | Week 3 Part 1
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Optimization, Part 2
CS-433 Machine learning | Week 2 Part 2
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