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What is Machine Learning?

What is Machine Learning?

0% · 0 of 10 steps completed · ~100 min · Learn by doing, not reading
1
What is Machine Learning?
Data, features, and labels — the ML vocabulary
2
Pixels Are Numbers
Draw a digit, see what the model sees
3
Spot the Difference
Models see differences, not images
4
Dataset Shape
1,797 samples x 64 features
5
Useless Pixels
Zero-variance features
6
Class Balance
Not all classes are equal
7
Accuracy Trap
When 99% accuracy is a lie
8
Average Digits
Prototype confusion
9
Pixel Importance
Which features matter?
10
Model's Eye View
Just numbers in a row