DEV Community

Exploratory Data Analysis (EDA) for Machine Learning — A Complete Guide Series' Articles

Back to Shivappa's Series
(EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning
Cover image for (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning

(EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning

1
Comments
4 min read
(EDA Part-2) First Look at the Titanic Dataset — Loading Data and Understanding Big 5
Cover image for (EDA Part-2) First Look at the Titanic Dataset — Loading Data and Understanding Big 5

(EDA Part-2) First Look at the Titanic Dataset — Loading Data and Understanding Big 5

Comments
6 min read
(EDA Part-3) Univariate Analysis — Understanding Every Feature One at a Time
Cover image for (EDA Part-3) Univariate Analysis — Understanding Every Feature One at a Time

(EDA Part-3) Univariate Analysis — Understanding Every Feature One at a Time

Comments
7 min read
(EDA Part-4) Bivariate Analysis — What Actually Predicted Who Survived (on Titanic)?
Cover image for (EDA Part-4) Bivariate Analysis — What Actually Predicted Who Survived (on Titanic)?

(EDA Part-4) Bivariate Analysis — What Actually Predicted Who Survived (on Titanic)?

Comments
5 min read
(EDA Part-5) Multivariate Analysis — Wrapping Up EDA and What Comes Next

(EDA Part-5) Multivariate Analysis — Wrapping Up EDA and What Comes Next

Comments
9 min read