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Machine Learning - Derk van den Doel
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Machine Learning Overview
What ML Is vs. Analytics
Quiz: What ML Is vs. Analytics
Common ML Tasks: Predict/Classify/Cluster
Quiz: Common ML Tasks: Predict/Classify/Cluster
ML Workflow, Roles, and Business Value
Quiz: ML Workflow, Roles, and Business Value
Core Concepts and Terminology
Data: features, labels, examples
Quiz: Data: features, labels, examples
Models: parameters vs hyperparameters
Quiz: Models: parameters vs hyperparameters
Generalization & evaluation basics
Quiz: Generalization & evaluation basics
Final Review
Key Concept Recap & Connections
Quiz: Key Concept Recap & Connections
Mini Scenario Review: Task to Metric
Quiz: Mini Scenario Review: Task to Metric
Next Steps & Learning Roadmap
Quiz: Next Steps & Learning Roadmap
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Machine Learning - Derk van den Doel
Skill Level
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Beginner
