Machine Learning Specialization

DeepLearning.AI and Stanford University via Coursera ·

I completed this three-course Machine Learning Specialization, covering supervised learning, neural networks, decision trees, recommender systems, and reinforcement learning.

Curriculum

  • Linear and logistic regression
  • Neural networks and decision trees
  • Clustering and anomaly detection
  • Recommender systems and reinforcement learning

Courses

  • Supervised Machine Learning: Regression and Classification
  • Advanced Learning Algorithms
  • Unsupervised Learning, Recommenders, Reinforcement Learning

Technical Coverage

Technical skills

Linear and logistic regression, Neural networks, Decision trees, Clustering, Recommender systems, Reinforcement learning