Course Schedule

Introduction

Date	Lecture	Lab
Jan 21	Overview + DS is Impossible - worksheet
Jan 26	CLASSES CANCELLED	LAB 1 Git Intro
Jan 28	Git - worksheet	LAB 1 Git Intro

Clustering

Date	Lecture	Lab
Feb 2	Intro + Distance & Similarity - worksheet	LAB 2 Data Science Intro and Distance/Similarity
Feb 4	CLASSES CANCELLED	LAB 2 Data Science Intro and Distance/Similarity
Feb 9	K-means - worksheet	LAB 3 Clustering and K-Means
Feb 11	K-means++ - worksheet PROPOSAL	LAB 3 Clustering and K-Means
Feb 16	PRESIDENTS DAY	LAB 4 K-Means++
Feb 17	Hierarchical Clustering + Density Based Clustering - worksheet SUBSTITUTE MONDAY
Feb 18	Density Based Clustering - worksheet
Feb 23	Soft Clustering - worksheet

Singular Value Decomposition

Date	Lecture	Lab
Feb 25	Clustering Aggregation + Singular Value Decomposition - worksheet	LAB 5 Hierarchical Clustering
Mar 2	SVD cont'd - worksheet	LAB 6 No Lab/Review!

Classification

Date	Lecture	Lab
Mar 4	MIDTERM 1
Mar 7-15	SPRING RECESS
Mar 16	Intro to Classification - worksheet	LAB 7 Classification and KNN
Mar 18	Decision Trees - worksheet	LAB 7 Classification and KNN
Mar 23	Naive Bayes + Model Evaluation - worksheet	LAB 8 Decision Trees and Naïve Bayes </tr>
Mar 25	Recommender Systems + MIDTERM 2 LAUNCH	LAB 8 Decision Trees and Naïve Bayes </tr>
Mar 30	MIDTERM REVIEW + Support Vector Machines (linear) - worksheet	LAB 9 Recommender Systems and Linear SVMs
Apr 1	Support Vector Machines (non linear) - worksheet </tbody> </table>	LAB 9 Recommender Systems and Linear SVMs

Regression

Date	Lecture	Lab
Apr 6	Linear Regression - worksheet	LAB 10 Non-linear SVMs and Intro to Linear Regression
Apr 8	Linear Model Evaluation - worksheet	LAB 10 Non-linear SVMs and Intro to Linear Regression
Apr 13	Linear Model Evaluation Cont'd - worksheet	LAB 11 Linear Regression Advanced and Model Evaluation
Apr 15	Logistic Regression	LAB 11 Linear Regression Advanced and Model Evaluation
Apr 20	PATRIOTS DAY	LAB 12 Logistic Regression
Apr 22	Logistic Regression Cont'd SUBSTITUTE MONDAY	LAB 12 Logistic Regression
Apr 27	Neural Networks Fundamentals	LAB 13 Neural Networks
Apr 29	Neural Networks Advanced	LAB 13 Neural Networks

Final Project and Final

Date	Lecture	Lab
TBD	Final