This Guided Project, Exploratory and Confirmatory Data Analysis using python, is for those who want to learn about different methods of data analysis. In this 2-hour-long project-based course, you will understand and apply Exploratory Data Analysis, build different Data visualizations, apply different exploration techniques based on the data at hand and define and understand the concept of Confirmatory Data Analysis.
Exploratory vs Confirmatory data analysis using Python
Exploratory vs Confirmatory data analysis using Python
Instructor: Ahmad Varasteh
Access provided by SALIC
1,594 already enrolled
Learn, practice, and apply job-ready skills with expert guidance
4.9
(10 reviews)
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
Skills you'll practice
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
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Learn, practice, and apply job-ready skills in less than 2 hours
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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:
Introduction
Exploratory Data Analysis - Where to start?
Data Exploration - Time and Costumer Information Aspect
Data Exploration - Geo Information
Exploratory Data Analysis - Hierarchical Information about the products
Data Exploration - Distributional analysis of sales information columns
What is Confirmatory Data Analysis (CDA)?
Recommended experience
Experienced working with Pandas and Plotly module in python and Jupyter Notebook environment.
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Instructor
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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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AF
5
Reviewed on May 7, 2022
The instructor is great at explaining each steps in completing this project!
