ML Foundations I - ML Basics

ML Foundations I - ML Basics

Neuro Symbolic via YouTube Direct link

The difference between AI and machine learning

1 of 12

1 of 12

The difference between AI and machine learning

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ML Foundations I - ML Basics

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  1. 1 The difference between AI and machine learning
  2. 2 Types of Machine Learning
  3. 3 Understanding Data
  4. 4 Cleaning Data
  5. 5 Preparing Data
  6. 6 Ordinal/nominal and clipping
  7. 7 Introduction to Supervised Learning
  8. 8 Decision Trees
  9. 9 Introduction to ML Ops
  10. 10 Performance Measurement for Machine Learning
  11. 11 Dealing with Data Imbalances
  12. 12 Cross-validation and bootstrapped confidence

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