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phase 3
Deep Learning Core
13 lessons · click any to read the docs
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01
The Perceptron
01-the-perceptron
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02
Multi Layer Networks
02-multi-layer-networks
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03
Backpropagation
03-backpropagation
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04
Activation Functions
04-activation-functions
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05
Loss Functions
05-loss-functions
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06
Optimizers
06-optimizers
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07
Regularization
07-regularization
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08
Weight Initialization
08-weight-initialization
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09
Learning Rate Schedules
09-learning-rate-schedules
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10
Mini Framework
10-mini-framework
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11
Intro To Pytorch
11-intro-to-pytorch
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12
Intro To Jax
12-intro-to-jax
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13
Debugging Neural Networks
13-debugging-neural-networks
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