Multivariate Exploratory Data Analysis in Python

This course focuses on exploring some of the most commonly applied EDA techniques on multiple variables and implementing them in Python.

  • icon-data 1 Coding Case
  • icon-reading 1 Reading
  • icon-quiz 1 Quiz
Python Code
  • 1 bar graph
    Difficulty: Beginner

    No prior knowledge or experience with data required.

  • Asset 1
    Duration: Approximately 3 hours

Course Overview

  • Multivariate data analysis techniques normally show the relationship between two or more variables.
  •  It is important to understand how the variables are correlated with each other before entering into the feature engineering phase.
  • Learn different techniques for multivariate data analysis and interpreting their results.
  • Gain practical experience by applying their coding skills and understanding in a real-world business case.

What’s included

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Lifetime Access

Access this project for life once completed

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Flexible Scheduling

Start learning online immediately, at your own pace

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Desktop Only

We recommend completing this project on a desktop

Skills You Will Learn

Exploratory Data Analysis

Interpretation of Visualizations

Collinearity Analysis

Density Plots

Multivariate Analysis

Associated Learning Tracks

Syllabus

Learn and implement the different techniques to explore the relationship between multiple variables using Python

How it Works

Learn new skills that will boost your career by enrolling in courses across data analytics, data science, ML and AI. These courses will utilize readings, videos, quizzes, data cases, and even coding exercises to teach you skills and concepts in a way that will solidify your new knowledge for hands-on application.

With our hands-on projects, you will take your newly learned skills along with our 750+ low-code/no-code functions and embedded coding console to complete milestone-based projects. Once completed, you will have effectively applied new skills and concepts to real-world data cases that can be translated directly into your career.

Complete assessments and track your progress in real-time to benchmark your proficiency in relation to key functional areas. As you progress through your courses, our patented platform will utilize ML and AI to record and analyze your inputs and output to provide active feedback and recommendations that will help you learn more effectively than the standard Letter Grade system used today.

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