Skill Topic · Cinematic

🔀 Data Pipelines — ETL/ELT for ML

MLOps Series #14 — Data Pipelines se raw data ko ML-ready banao! Production ML ka first step =…

Overview

🔀 Data Pipelines — ETL/ELT for ML — Quick Facts

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Tool: Type

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Apache Airflow: Batch

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Prefect: Batch/Stream

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Dagster: Batch

Topic 1

💡 Data Pipelines Kya Hain?

📊 ` ┌─────────────────────────────────────────────────────┐ │ │ │ DATA PIPELINE = Data ka…

Topic 2

🔄 Batch vs Streaming

🔬 ` ┌─────────────────────────────────────────────────────────┐ │ │ │ BATCH PROCESSING: │ │…

Topic 3

📊 Pipeline Tools Comparison

Topic 4

💻 Python Data Pipeline — Complete Example

🧮 `python ============================================ ML Data Pipeline — Production Grade…

Topic 5

❓ Quiz

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a) Dono same hain

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b) ETL me transform BEFORE load…

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c) ETL naya hai, ELT puraana

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a) Real-time fraud detection me

Comparison

📊 Pipeline Tools Comparison

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Apache Airflow: Batch

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Prefect: Batch/Stream

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Dagster: Batch

Quick Quiz

Quiz — Question 1

🔀 Data Pipelines — ETL/ELT for ML ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

🔀 Data Pipelines — ETL/ELT for ML ka 'Apache Airflow' kya hai?

Complete! 🎉

🔀 Data Pipelines — ETL/ELT for ML Complete!

Aliens School · HIEN · Cinematic Knowledge

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