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Introduction to Data Science in Python
Preface
1
Data Types
2
Lists and Loops
3
Dictionaries and Functions
4
Intro to numpy
5
Intro to pandas
6
Data Summaries
7
Missing Values/Duplicates
8
Intro to Models
9
Sampling Distributions
10
Hypothesis Tests
11
AB Testing
12
Multiple Linear Regression
13
Sample Splitting
14
Classification
15
Advanced Topics
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Table of contents
Data scraping from the Web
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Data scraping from the Web
DataCamp
Course:
Web Scraping with Python
Tutorial:
Web Scraping using Python and Beautiful Soup
Tutorial:
Web Scraping & NLP in Python
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Advanced Topics