Machine-Learning-Specialization

Specialization link

1. Supervised Machine Learning: Regression and Classification

Programming Assignments:

• Week 2 practice lab: Linear regression
• Week 3 practice lab: logistic regression

2. Advanced Learning Algorithms

Programming Assignments:

• Practice Lab: Neural Networks for Binary Classification
• Practice Lab: Neural Networks for Multiclass classification
• Practice Lab: Advice for Applying Machine Learning
• Practice Lab: Decision Trees

3. Unsupervised Learning, Recommenders, Reinforcement Learning

Programming Assignments:

• k-means
• Anomaly Detection
• Collaborative Filtering Recommender Systems
• Deep Learning for Content-Based Filtering
• Reinforcement Learning