What you will learn from this course?

Neural Networks and Deep Learning
– Week 1: Introduction to deep learning
– Week 2: Neural Networks Basics
– Week 3: Shallow neural networks
– Week 4: Deep Neural Networks

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
– Week 1: Practical aspects of Deep Learning
– Week 2: Optimization algorithms
– Week 3: Hyperparameter tuning, Batch Normalization and Programming Frameworks

Structuring Machine Learning Projects
– Week 1: ML Strategy (1)
– Week 2: ML Strategy (2)

Convolutional Neural Networks
– Week 1: Foundations of Convolutional Neural Networks
– Week 2: Deep convolutional models: case studies
– Week 3: Object detection
– Week 4: Special applications: Face recognition & Neural style transfer

Certification : Yes
Time to complete : 3 months : 12 hours per week
Cost : $49 per month after 7-day free trial, can audit for free (no certificate).
Course Level : Intermediate
Language : English