Coursera Project Network
Exploratory vs Confirmatory data analysis using Python
Coursera Project Network

Exploratory vs Confirmatory data analysis using Python

Ahmad Varasteh

Instructor: Ahmad Varasteh

Included with Coursera Plus

Learn, practice, and apply job-ready skills with expert guidance
Intermediate level

Recommended experience

2.5 hours
Learn at your own pace
Hands-on learning
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level

Recommended experience

2.5 hours
Learn at your own pace
Hands-on learning

What you'll learn

  • Apply Exploratory Data Analysis

  • Build different Data visualizations and apply different exploration techniques based on the data at hand 

  • Apply Confirmatory Data Analysis

Details to know

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Taught in English
No downloads or installation required

Only available on desktop

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  • Gain hands-on experience solving real-world job tasks
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About this Guided Project

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. Introduction

  2. Exploratory Data Analysis - Where to start?

  3. Data Exploration - Time and Costumer Information Aspect

  4. Data Exploration - Geo Information

  5. Exploratory Data Analysis - Hierarchical Information about the products

  6. Data Exploration - Distributional analysis of sales information columns

  7. What is Confirmatory Data Analysis (CDA)?

Recommended experience

Experienced working with Pandas and Plotly module in python and Jupyter Notebook environment.

7 project images

Instructor

Ahmad Varasteh
Coursera Project Network
21 Courses59,707 learners

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How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

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