Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization @Coursera

Course by deeplearning.ai

This is part of the 5 course specialization on Deep Learning on Coursera. This is the second course.

📖 Overview

• Week 1
• Week 2
• Week 3
• Certificate

Week 1

• Quiz: Practical Applications of Deep Learning
• Programming Assignment: Initialization
• Programming Assignment: Regularization
• Programming Assignment: Gradient Checking

Week 2

• Quiz: Optimization Algorithms
• Programming Assignment: Optimization

Week 3

• Quiz: Hyperparameter Tuning, Batch Normalization
• Programming Assignment: Tensorflow

🎓 Certificate