Session 1, March 30, 2020: Introduction to Machine Learning Introduction to Machine Learning Handling Non-Numeric Data Underfitting and Overfitting Session 2, April 1, 2020: Linear Regression Session 3, April 6, 2020: Linear Regression Session 4, April 8, 2020: Logistic Regression -- scikit Session 5, April 13, 2020: Logistic Regression -- Spark ML Session 6, April 15, 2020: TF-IDF -- Spark ML Session 7, April 20, 2020: Spam Detection using Logistic Regression -- Spark ML Session 8, April 22, 2020: K-means -- lectures K-means scikit-learn K-means Spark-ML Session 9, April 27, 2020: K-means -- demos K-means scikit-learn K-means Spark-ML Session 10, April 29, 2020: Naive Bayes K-means scikit-learn K-means Spark-ML Session 11, May 4, 2020: Naive Bayes K-means scikit-learn K-means Spark-ML Session 12, May 6, 2020: Midterm Exam, 7:35pm - 9:10pm PST The midterm exam is a closed books/notes/friends/internet/software/... I will be a proctor during exam with Zoom (if in case you have a question) Session 13, May 11, 2020: Bayesian Networks Review Midterm Exam Bayesian Networks Tutorial Session 14, May 13, 2020: Bayesian Networks Session 15, May 18, 2020: KNN Classification Session 16, May 20, 2020: KNN Classification Session 17, May 25, 2020: Memorial Day -- no class -- no makeup Session 18, May 27, 2020: SVM: Support Vector Machines Session 19, June 1, 2020: SVM: Support Vector Machines Session 20, June 3, 2020: ML Review, Summary End-to-End Machine Learning Discuss Final Exam Final Exam Date: Wednesday, June 10, 2020 Time: 5:45 – 7:45 pm PST The final exam is a closed books/notes/friends/internet/software/... I will be a proctor during exam with Zoom's chat (if in case you have a question)