Data Science & ML track

EDA

Data profiling, multivariate exploration, leakage hunting and sanity checks.

6 concepts4 labs1 challenges
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Concepts

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1

EDA Introduction

Concept · Hands-on lab included

2

Univariate Analysis

Concept · Hands-on lab included

3

Bivariate Analysis

Concept · Hands-on lab included

4

Missing Data and Outliers

Concept · Hands-on lab included

5

EDA Workflow

Concept · Hands-on lab included

6

Automating EDA

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

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