Reshaping Data with pandas

via

DataCamp

Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

Although data often arrives in a format that is difficult to understand by humans, it isn't ideal for data analysis. Pandas can convert DataFrames into different formats. This course will improve your skills as an analyst and data scientist. This course will teach you how to manipulate string columns as well as nested information within a DataFrame. You will work with real-world data like book reviews, FIFA player ratings and churn analysis.

Course Overview

Virtual Labs

International Faculty

Post Course Interactions

Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Data Manipulation with pandas

What You Will Learn

Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames

You’ll work with real-world data, including FIFA player ratings, book reviews, and churn analysis data, as you learn how to reshape a DataFrame from wide to long format, stack and unstack rows and columns, and get descriptive statistics of a multi-index D

Course Content

Expand all sections

Module 1: Introduction to Data Reshaping

Module 2: Converting Between Wide and Long Format

Module 3: Stacking and Unstacking DataFrames

Module 4: Advanced Reshaping

Course Instructors

Maria Eugenia Inzaugarat

Data Scientist

Eugenia is a data scientist that enjoys not only doing machine learning projects but also telling stories with data. She obtained a Ph.D. from the University of Buenos Aires. She has taught universit...