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Data

Exploratory Data Analysis Using Python

The course demonstrates how to approach a dataset for the first time using Python and its libraries for performing EDA

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3 Hours 54 Mins
₹5,999/-₹11,999/-
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Created by
Jobaaj Learnings

Course description

Prerequisite

  • Knowledge Of Python
  • Knowledge of libraries like Numpy, Pandas, Matplotlib, etc.

What you will learn

  • Analyze the correlations between the features
  • Make a visual representation of how the features predict
  • Analyze a dataset to derive valuable insights

Lesson List

1

Introduction

What is EDA?
00:14:18
Why EDA is important?
00:09:48
Dataset description & Attribute Information
00:13:12
What Libraries to use?
00:10:13
2

Univariate analysis

Understanding the Data
00:19:01
General Stats Analysis
00:14:26
Frequency Visualization
00:20:00
3

Approach for EDA

LIVE Session on Approach for EDA
02:13:24
4

Sample Projects

Stock Market Analysis using Python
5

EDA Projects

15+ Projects for EDA in multiple Domains

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