Data Science — Journey through Life Cycles. Part 1


Data Science Lifecycle

Business Understanding

Identify Stakeholder(s)

Set Objective

Identify and Define Target Variable

Data Science Project Execution Plan

Data Understanding

Collect Proper Data Set

Setup Environment for Data

Setup Tools and Package

Identity Feature Category

Data Explore and Preparation

Data Explore

Data Preparation

Feature Engineering

Categorical Feature Encoding

Points of Interest



Software Professional

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