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Classroom Contents
Deep Learning in the World of Little Ponies
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- 1 Intro
- 2 Who is Galiya
- 3 Finding data
- 4 Cognitive services
- 5 Custom Vision AI
- 6 Adding images
- 7 Training
- 8 Testing
- 9 How to use it
- 10 What is an image
- 11 Before Deep Learning
- 12 Feature Extraction
- 13 Representations
- 14 Neurons
- 15 Layers of Neural Network
- 16 Activation Functions
- 17 Karis
- 18 Traditional neural network architectures
- 19 Neural network layers
- 20 Databricks
- 21 Image Classification
- 22 Visualization
- 23 Convolution Layer
- 24 Pooling Layer
- 25 Feature Map
- 26 Fully Connected Layer
- 27 Overfitting
- 28 Date Augmentation
- 29 Dropout
- 30 Demo
- 31 Transfer Learning
- 32 Demonstration
- 33 Steel Model
