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History of data science and a welcome to Beyond Machine!
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Overview of statistics and machine learning
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Technical overview
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Models and algorithms
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Model testing and metrics
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Aiding decision making
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Preprocessing
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Introduction to Weka
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Project for part 1
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Introduction to natural language processing (NLP)
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Advanced NLP
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Introduction to recommender systems
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Deep Learning
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Project for Part 2
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Introduction to inferential statistics
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Statistics lab
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Project for Part 3
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