Machine Learning with ML.NET

Course Materials

• Hands On Machine Learning with ML.NET

Slides

• Chapter 1
• Chapter 2
• Chapter 3
• Chapter 4
• Chapter 5
• Chapter 6
• Chapter 7
• Chapter 8
• Chapter 9
• Chapter 10

Exercise

• Regression
• Binary Classification
• Clustering
• Anomaly Detection
• Matric Factorization

AdventureWorks Sample Data

• Training
  • AdvWorksCust
  • AW_AveMonthSpend
  • AW_BikeBuyer
• Test
  • AW_test

Resources

• ML Samples