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CSC 380
Calendar
Modules
Week 1 - Course Overview
Week 2 - Probability 1 & 2
Week 3 - Probability 3 & 4
Week 4 - Probability 5 & Probability 6
Week 5 - Data processing and visualization 1 & 2
Week 6 - Data processing and visualization 3 & Statistics 1
Week 7 - Statistics 2 & 3
Week 8 - Statistics 4 & 5 & Midterm review 1
Week 9 - Midterm review 2
Week 10 - Basics of predictive modeling and classification 1 & 2
Week 11 - Basics of predictive modeling and classification 3 & Linear Models 1
Week 12 - Linear Models 2 & 3
Week 13 - Linear models 4 & Nonlinear models 1
Week 14 - Nonlinear Models 2 & 3
Week 15 - Clustering & Course wrap-up
Week 16 - Q&A
Homework
Homework 1
Homework 2
Homework 3
Homework 4
Homework 5
Homework 6
Homework 7
Final Project
Homework 8
Staff
Modules
Week 1 - Course Overview
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Week 1 - Course Overview
Learning Objectives:
Course overview
Lessons:
Course overview
Slides
Additional Readings:
Class Syllabus
What is Data Science?