Theory ofIntelligence
Roadmap
schemaVisual Architecture Graph: PHASE 03
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Full Architecture:End-to-end panoramic architecture connecting foundational bedrock to scalable production systems.
PHASE 03 • DATA SYSTEMS·16 Units · 12 Hours · ETL & Pipelines·Pace: 2–3 Weeks

Data Handling, Ingestion & Preprocessing

Build resilient data preprocessing pipelines: feature normalization, categorical encoding, missing value imputation, schema validation, and high-throughput data loading.

Launch Simulation Workstation
account_treeIndustry-Standard Flowchart Architecture(Click any node to inspect lesson theory & video)
Synthesizing vector architecture graph...