MACHINE LEARNING FUNDAMENTALS
4h
WELCOME | START TO CONNECT | SOFTWARE SETUP | OVERVIEW
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3h
INTRODUCTION TO UNSUPERVISED LEARNING
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3h
INTRODUCTION TO SUPERVISED LEARNING
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3h
MODEL EVALUATION
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6h
MACHINE LEARNING MODELS
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3h
ADVANCED TOPICS
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7h
IN-CLASS PREDICTION CASE STUDY + LUNCH & NETWORKING
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CAUSALITY AND RANDOMIZED EXPERIMENTS
3h
STATISTICS FOR BUSINESS ANALYTICS
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3h
CAUSALITY AND CORRELATION
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9h
RANDOMIZED EXPERIMENTS
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3h
CAUSALITY IN OBSERVATIONAL DATA
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7h
IN-CLASS EXPERIMENT ANALYSIS + LUNCH & CELEBRATING OUR PATH
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