Data Manipulation 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

Pandas is the most popular Python library and it's used for data manipulation. This course will show you how to manipulate DataFrames. This course will teach you how to extract, filter, and transform real data for analysis. Pandas will teach you the basics of data science. To learn how to clean up, calculate, import, and visualize statistics using pandas, you will be using real-world data like global temperature time series or Walmart sales figures. This will allow you to improve the power of Python.

Course Overview

Virtual Labs

International Faculty

Post Course Interactions

Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Intermediate Python

What You Will Learn

Use the world’s most popular Python data science package to manipulate data and calculate summary statistics

Using pandas you’ll explore all the core data science concepts

Using real-world data, including Walmart sales figures and global temperature time series, you’ll learn how to import, clean, calculate statistics, and create visualizations—using pandas to add to the power of Python!

Course Content

Expand all sections

Module 1: Transforming DataFrames

Module 2: Aggregating DataFrames

Module 3: Slicing and Indexing DataFrames

Module 4: Creating and Visualizing DataFrames

Course Instructors

Maggie Matsui

Curriculum Manager at DataCamp

Maggie is a Curriculum Manager at DataCamp. She holds a Bachelor's degree in Statistics and Computer Science from Brown University, where she spent lots of time teaching math, programming, and statis...

Richie Cotton

Curriculum Architect at DataCamp

Richie is a Learning Solutions Architect at DataCamp. He has been using R since 2004, in the fields of proteomics, debt collection, and chemical health and safety. He has released almost 30 R package...