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Skill Topic ยท Cinematic

๐Ÿ”„ Data Science Lifecycle

๐Ÿ“˜ Course: Data Science | ๐Ÿ“‘ Topic #02 | ๐Ÿท๏ธ Section 1: Introduction โฌ…๏ธ 01-What-Is-Data-Science | โžก๏ธโ€ฆ

Overview
๐ŸŒŸ

๐Ÿ”„ Data Science Lifecycle โ€” Quick Facts

๐Ÿ“Œ

๐Ÿ“‘ Topic #02: ๐Ÿท๏ธ Section 1: Introduction

๐ŸŽฏ

> โฌ…๏ธ [01-What-Is-Data-Science](01-What-Is-Data-Science.md): โžก๏ธ 03-DS-vs-ML-vs-AI

Topic 1
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐ŸŽฏ Is Topic Me Kya Seekhoge?

๐Ÿ’ก

Data Science Lifecycle ke har ekโ€ฆ

๐Ÿ”‘

CRISP-DM framework (industryโ€ฆ

โšก

Har step me kya tools use hote hain

๐ŸŽฏ

Real project example ke saathโ€ฆ

Topic 2
๐Ÿ’พ ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ”„ Data Science Lifecycle โ€” Big Picture

๐Ÿ’พ ` โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•— โ•‘ ๐Ÿ”„ DATAโ€ฆ
Topic 3
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ“‹ CRISP-DM Framework (Industry Standard)

๐Ÿ—„๏ธ ` โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•— โ•‘ CRISP-DM (Crossโ€ฆ
Topic 4
โœจ

๐Ÿ“ Step-by-Step Deep Dive

๐Ÿ“ˆ Step 1: ๐ŸŽฏ Business Understanding `โ€ฆ
Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿช Real Project Walkthrough โ€” E-Commerce Churn Prediction

๐Ÿ” ` โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•— โ•‘ ๐Ÿช REALโ€ฆ
Topic 6
๐Ÿ“‰ ๐Ÿ“Š ๐Ÿ”ฌ

โฑ๏ธ Time Distribution โ€” Where DS Time Goes

๐Ÿ“‰ ` โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•— โ•‘ โฑ๏ธ TIME DISTRIBUTION IN DATAโ€ฆ
Topic 7
โœจ

๐Ÿ†š DS Lifecycle Frameworks Comparison

๐Ÿงฎ | Framework | Steps | Industry Focus | Best For |โ€ฆ
Topic 8
โœจ

๐Ÿ Python Code โ€” DSLifecycleEngine Class

๐Ÿ’ก

DS Lifecycle ke har step koโ€ฆ

๐Ÿ”‘

Real project walkthrough

โšก

Best practices aur common pitfalls

๐ŸŽฏ

Industry frameworks compare karo

Topic 9
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿง  Key Takeaways

๐Ÿ“Š ` โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•— โ•‘ ๐Ÿ“ YAAD RAKHNE WALIโ€ฆ
Topic 10
โœจ

โ“ MCQ Quiz

๐Ÿ’ก

A) Model Building

๐Ÿ”‘

B) Deployment

โšก

C) Data Cleaning & Preparation โœ…

๐ŸŽฏ

D) Business Understanding

Comparison
โœจ

๐Ÿ†š DS Lifecycle Frameworks Comparison

โš–๏ธ

CRISP-DM: 6 phases

โš–๏ธ

TDSP (Microsoft): 5 phases

โš–๏ธ

KDD: 9 steps

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ”„ Data Science Lifecycle ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ”„ Data Science Lifecycle Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿ”„ Data Science Lifecycle Complete

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