Intro to Data Science
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Introduction
Overview
Two Cultures
Causal Inference
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설문
Welcome
Introduction
Overview
Two Cultures
Causal Inference
Python Basics
Python Setup
NumPy & pandas
Data Inspection
Subsetting
Exploratory Data Analysis
Visualize
Explore
Wrangling
Linear Models
Model Basics
Implementations
Regression Analysis
Machine Learning Basics
Introduction
Regularization
Implementations
K-Nearest Neighbors
Classification
Logistic Regression
Generative Models
Tree-based Models
Communicate
Ask
설문
동국대 융합교육원, 데이터 사이언스 개론, 2024 1학기
Author
Sungkyun Cho
Published
March 15, 2024
설문 링크