Mastering Data Analysis with Pandas: Learning Path Part 5

Offered By
Coursera Project Network
In this Free Guided Project, you will:

Define and manipulate Pandas DataFrames and text data

Perform text data cleaning by removing stopwords and punctuations

Visualize Pandas DataFrames such as Count plot, Histograms, and Word Cloud

Showcase this hands-on experience in an interview

Clock2 hours
BeginnerBeginner-friendly
CloudNo download needed
VideoSplit-screen video
Comment DotsEnglish
LaptopDesktop only

In this structured series of hands-on guided projects, we will master the fundamentals of data analysis and manipulation with Pandas and Python. Pandas is a super powerful, fast, flexible and easy to use open-source data analysis and manipulation tool. This guided project is the fifth of a series of multiple guided projects (learning path) that is designed for anyone who wants to master data analysis with pandas. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Requirements

basic python programming knowledge

Skills you will develop

Data AnalysisData ManipulationPandasExploratory Data Analysis

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Understand the Problem Statement and Business Case

  2. Upper and Lower Operations

  3. Filter Out Positive and Negative Ratings

  4. Perform Pandas Operations - Part 1

  5. Perform Pandas Operations - Part 2

  6. Perform Text Cleaning By Removing Punctuations

  7. Perform Text Cleaning By Removing Stopwords

  8. Text Data Visualization

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Frequently asked questions

Frequently Asked Questions

More questions? Visit the Learner Help Center.