Data Engineering
Pipelines, ETL, streaming, governance, and AI data architecture
Learn how clean data systems power every AI product
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What is Data Engineering (AI view)
Data Engineering na enna? AI perspective la data engineering basics, architecture, real examples — Tanglish la simple ah explain pannrom.
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Data types (structured/unstructured)
Structured, Unstructured, Semi-structured data enna? AI la ivanga role enna? Tanglish la simple ah paapom with examples.
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Data flow in AI apps
AI apps la data eppadi flow aagudhu? Collection to prediction varai full data flow — Tanglish la paapom with real examples.
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What is ETL?
ETL (Extract, Transform, Load) enna? Data engineering oda core concept — Tanglish la real examples, architecture, tools paapom.
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Batch vs real-time
Batch processing vs Real-time processing enna? Difference, use cases, tools — AI perspective la Tanglish la paapom.
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Data pipelines
Data pipelines na enna? Data ah oru place la irundhu innooru place ku automate ah move panradhu eppadi? Components, tools, best practices — Tanglish la learn pannunga.
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Data lakes vs warehouses
Data Lake vs Data Warehouse — enna difference? AI projects ku edhu best? Lakehouse concept enna? Tanglish la simple ah explain pannrom.
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Preparing data for AI
AI/ML models ku data eppadi prepare pannanum? Data cleaning, feature engineering, labeling, splitting — Tanglish la complete guide.
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SQL for AI apps
AI applications ku SQL eppadi use pannanum? Data extraction, feature engineering, vector search, analytics — SQL la AI power unlock pannunga. Tanglish la learn pannunga.
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Data cleaning basics
Data cleaning na enna? Missing values, duplicates, outliers, format issues — dirty data ah eppadi clean pannanum? Tanglish la step by step learn pannunga.
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Real-time data systems
Real-time data systems eppadi work aagum? Stream processing, event-driven architecture, low-latency pipelines — Tanglish la advanced concepts learn pannunga.
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Kafka basics
Apache Kafka na enna? Topics, partitions, producers, consumers, consumer groups — Kafka fundamentals Tanglish la learn pannunga.
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Airflow orchestration
Apache Airflow na enna? DAGs, operators, scheduling, task dependencies — data pipeline orchestration Tanglish la learn pannunga.
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Data governance
Data Governance na enna? Data quality, security, compliance, policies – enterprise data management complete guide Tanglish la! 🛡️
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AI data architecture
AI Data Architecture – AI/ML systems ku data epdhi architect pannanum? Lakehouse, feature stores, vector DBs, real-time pipelines – complete guide Tanglish la! 🏗️
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