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Data Science
Course Overview
Course Syllabus
Course Resources
Lectures
L1: Introduction
L2: Data Science Fundamentals
L3: Structured Data I
L4: Structured Data II
L5: Deep Learning Overview
L6: Crowdsourcing
L7: Text Data I
L8: Text Data II
L9: PyTorch Basics
L10: Image Data I
L11: Image Data II
L12: Human-Centered Method
Modules
Structured Data
Preparation
Tutorial
Text Data
Preparation
Tutorial
Image Data
Preparation
Tutorial
Assignments
A1: Python Coding Warm-Up
A2: Structured Data
A3: Mock Exam
A4: Text Data
A5: PyTorch Basics
A6: Image Data
repository
open issue
Index
