Level Up: Python Data Acquisitions, Prep, and EDA

Offered By: LinkedIn Learning

Tags

Python Courses Data Visualization Courses Regular Expressions Courses Web Scraping Courses Data Cleaning Courses APIs Courses Data Preparation Courses Exploratory Data Analysis Courses Data Acquisition Courses GitHub Codespaces Courses

Course Description

Overview

Hone your Python skills related to data acquisitions, prep, and exploratory data analysis (EDA).

Syllabus

Introduction

Getting started with Python for data science: Code challenges
Using GitHub Codespaces with this course

1. Data Acquisition

Scraping tables
Finding CSS selectors
Scraping text
Finding APIs
Getting JSON into pandas

2. Data Prep

Constructing regular expressions
Cleaning text
Selecting variables
Encoding categorical variables
Scaling variables
Reducing dimensionality

3. EDA

Describing data
Finding correlations
Visualizing correlations
Multivariable visualizations

Taught by

Seth Berry

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