Machine Learning Basics

Curriculum90 min

• Create the Model
• Concept | Preparing a Dataset for Machine Learning

  Concept: Preparing a Dataset for Machine Learning

• Concept | Quick Models

  Quick Models

• Concept | Design Tab Overview

  Concept: Design Tab Overview

• Tutorial | Get Started
• Tutorial | Create the Model

  Hands On: Create the Model

• Evaluate the Model
• Concept | Result Tab Overview
• Concept | Model Summary Overview
• Tutorial | Evaluate the Model
• Tune the Model
• Introduction to Tuning the Model
• Concept | Feature Handling
• Concept | Feature Generation & Reduction
• Concept | Algorithms & Hyperparameters

  Concept: Algorithms & Hyperparameters

• Tutorial | Tune the Model
• Explainable AI
• Concept | Explainable AI
• Concept | Partial Dependencies
• Concept | Subpopulation Analysis
• Concept | Individual Explanations
• Concept | What if? Analysis
• Tutorial | Explain Your Model
• Wrap Up
• Course Checkpoint: Machine Learning Basics
• Tell Us What You Think
• Course Complete