Neural Networks from Scratch in Python
4.0
(4)
47 learners
What you'll learn
This course includes
- 3.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 9 lessons • 3.5 hours of video
Neural Networks from Scratch in Python
9 lessons
• 3.5 hours
Neural Networks from Scratch in Python
9 lessons
• 3.5 hours
- Neural Networks from Scratch - P.1 Intro and Neuron Code 16:59
- Neural Networks from Scratch - P.2 Coding a Layer 15:06
- Neural Networks from Scratch - P.3 The Dot Product 25:17
- Neural Networks from Scratch - P.4 Batches, Layers, and Objects 33:47
- Neural Networks from Scratch - P.5 Hidden Layer Activation Functions 40:06
- Neural Networks from Scratch - P.6 Softmax Activation 34:01
- Neural Networks from Scratch - P.7 Calculating Loss with Categorical Cross-Entropy 16:19
- Neural Networks from Scratch - P.8 Implementing Loss 17:57
- Neural Networks from Scratch - P.9 Introducing Optimization and derivatives 14:13
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