Introduction to Exploratory Data Analysis
Learn how to derive insights from data
19 Tutorials
2 Exercises
Beginner Level
100% Online
Self-paced
Our Alumni Work At
About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction
4
Analogy
EDA - What and Why
Where EDA fits into the Data Science process
EDA Techniques
2. Setting Up
3
About the dataset
Loading Libraries
Loading Data
3. Data Analysis Techniques
4
1
Initial Review
Exploring the Features
Checking for Missing Values
Checking for Duplicates
Quiz
4. Graphical Techniques
8
1
Importing Data Visualization Libraries
Separating Input and Target Variables
Histogram
Correlation Matrix with Heatmap
Count Plot
Pair Plot
Box Plot
Final Notes
EDA Exercise
