2. ”
Machine learning is a
Field of study that gives computers
the ability to learn without being
explicitly programmed
Arthur Samuel
3. Where do we have machine learning in use?
▹ All big companie use machine learning
▹ Machine learning and data sciences have become the key role
in every business
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15. Supervised Learning - Regression
Overfitting and Underfitting
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underfit good Overfit
16. Supervised learning - Artificial Neural Networks16
Similar to how our brains learn
Knowledge is kept on weights
Weights are updated to reduce errors
at each learning stage
Backpropagation methods are used
to learn the network
17. Supervised learning - Artificial Neural Networks17
Age
Platelet count
White blood
cell count
Dengue
positive or Negative
19. Deep Learning
Deep Neural Networks
▹ Convolutional
Neural Networks
▹ Deep Recurrent
Neural Networks
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20. Deep Learning20
▹ Deep learning research dates back to about 20
years from now
▹ Implementation was bounded by
▸ Computation power
▸ Large datasets
30. Credits
Special thanks to all the people who
made and released these awesome
resources for free:
▹Presentation template by
SlidesCarnival
▹Photographs by
Startupstockphotos
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