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Classroom Contents
Tensorflow, Deep Learning and Modern Convolutional Neural Nets, Without a PhD
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- 1 Introduction
- 2 Why I dont read papers
- 3 The reality of deep learning
- 4 What is a neural network
- 5 Tensorflow code
- 6 Rayleigh function
- 7 Convolutional Neural Networks
- 8 Hyperparameter tuning
- 9 Estimator
- 10 Inception paper
- 11 Global average pooling
- 12 Squeezenet
- 13 Darknet
- 14 Results
- 15 How does it work
- 16 The results
- 17 Demo
- 18 Conclusion
