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Exploratory Data Analysis (EDA)

Learn how to explore, summarize, clean, visualize, and interpret data using structured EDA technique...Read More

LevelIntermediate

Duration12+ months

LanguageEnglish

Learn how to explore, summarize, clean, visualize, and interpret data using structured EDA technique

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Showcase your skills with a certificate! Complete the course, submit your project, and earn your certificate. Here's a sample of what you'll receive to show off your accomplishments.

Course Curriculum

5 Chapters

20 Lectures

1. Introduction to EDA

5 Lectures|1 Quiz|

1. What is EDA? Why It Matters

2. Types of Data: Numerical, Categorical, Text

3. Understanding Data Structure (rows, columns, dtypes)

4. First Look EDA: Head, Info, Describe

5. EDA Workflow Overview

6. EDA Basics Quiz

7. EDA Starter Handbook

2. Univariate & Bivariate Analysis

5 Lectures|1 Assignment|

3. Data Cleaning & Feature Understanding

5 Lectures|1 Assignment|1 Quiz|

4. Advanced EDA & Reporting

5 Lectures|

5. EDA Case Study + Reporting

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Exploratory Data Analysis (EDA)