Machine Learning 1 : UNIT 1(B) PPTs: The Machine Learning Landscape PPTs

 

Unit I (B)

The Machine Learning Landscape

1.     Main Challenges of Machine Learning

2.     Insufficient Quantity of Training Data

3.     Nonrepresentative Training Data

4.     Poor-Quality Data

5.     Irrelevant Features

6.     Overfitting the Training Data

7.     Underfitting the Training Data

8.     Stepping Back

9.     Testing and Validating