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📊 Topic 14: Data Strategy for AI Products

Course: AI Product — Section 2: AI/ML Product Fundamentals Topic: 14 of 70 | Prev:…

Overview
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📊 Topic 14: Data Strategy for AI Products — Quick Facts

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Prev: [13-AI-vs-Traditional-Products.md](13-AI-vs-Traditional-Products.md): Next: 15-AI-UX-Design.md

Topic 1
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🎯 Overview

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Data Strategy = PM ka most…

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3 pillars: Collection (kahan se),…

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Data types: Structured (tables),…

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Labeling strategy: Manual,…

Topic 2
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📊 Data Strategy Framework

🧠 ` ┌──────────────────────────────────────────────────────────┐ │ DATA STRATEGY PYRAMID │…
Topic 3
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🐍 Data Strategy Toolkit

💡 `python from dataclasses import dataclass, field from enum import Enum from typing import…
Topic 4
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❓ Quiz — 5 MCQs

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A) Model Training

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B) Feature Engineering

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C) Data Governance (Privacy,…

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D) Insights

Topic 5
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