Deep Learning Crash Course
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4 learners
What you'll learn
This course includes
- 2.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 18 lessons • 2.5 hours of video
Deep Learning Crash Course
18 lessons
• 2.5 hours
Deep Learning Crash Course
18 lessons
• 2.5 hours
- Deep Learning Crash Course: Introduction02:01
- Artificial Neural Networks Demystified10:07
- Artificial Neural Networks: Going Deeper10:04
- Overfitting, Underfitting, and Model Capacity09:07
- Regularization and Data Augmentation08:09
- Convolutional Neural Networks Explained14:31
- How to Design a Convolutional Neural Network11:47
- Transfer Learning06:47
- Optimization Tricks: momentum, batch-norm, and more10:16
- Recurrent Neural Networks07:46
- Deep Unsupervised Learning10:10
- Generative Adversarial Networks06:04
- Practical Methodology in Deep Learning06:57
- Network Architecture Search: AutoML and others10:06
- How to Design a Neural Network | 2020 Edition09:45
- How to Train Neural Networks Fast and Efficiently | Tutorial16:02
- Multi-Task Learning | Explained in 5 Minutes05:40
- How Diffusion Models Work09:17
