Deep Learning Course Syllabus
Course Syllabus
Download SyllabusIntroduction To Deep Learning
- What Exactly Is Deep Learning?
- Neural Network
- Supervised Learning With Neural Networks
- Prominence Of Deep Learning
Shallow Neural Networks
- Neural Networks Overview
- Neural Network Representation
- Vectorizing Across Multiple Example
- Derivatives Of Activation Functions
- Random Initialization
Neural Networks Basics
- Binary Classification
- Logistic Regression
- Gradient Descent
- Logistic Regression Gradient Descent
- Vectorization
Deep Neural Networks:
- Neural Networks Overview
- Neural Network Representation
- Vectorizing Across Multiple Example
- Derivatives Of Activation Functions
- Random Initialization
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