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~Get Your Files Here !
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1 - Welcome to the Lakehouse The 2026 Platform Map
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Course_Resources
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capstone
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exercises
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setup
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slide_code
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slide_queries
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10 - Databricks SQL, Warehouses, AI BI Dashboards and Genie
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11 - Delta Optimization I Liquid Clustering and Layout Decisions
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12 - Advanced Delta Optimization Photon, AQE, Skew, Diagnostics
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59 - Failure Clinic The 4-Hour Query That Should Take 4 Minutes.mp4
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MP4
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25.9 MB
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13 - Production Jobs and Workflows Scheduling, Parameters, Alerts
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14 - CI CD Asset Bundles, Terraform, and the Testing Pyramid
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15 - Observability with System Tables and Lakehouse Monitoring
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16 - Cost Optimization and FinOps Forensics
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17 - Security, Sharing and Collaboration
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18 - Mosaic AI for Data Engineers Vector Search, Serving, Agents
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19 - MLflow in Production
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2 - Delta Lake Foundation ACID, Time Travel, Deletion Vectors, UniForm
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20 - The Architect's Lens Decisions, Anti-Patterns, Azure, Exam Traps
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21 - Playbook Capstone The SNOWMART Enterprise Platform
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102 - Build Phase 4 Analytics, AI, and Cost Guardrails.mp4
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MP4
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27.6 MB
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22 - Module Quizzes (Optional Review)
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4 - Module 4 Check.html
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HTML
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25.9 KB
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3 - The Medallion Pipeline Bronze, Silver, Gold
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4 - SCD Implementations on Delta Lake
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15 - SCD Type 1 Overwrite with Confidence.mp4
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MP4
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21.1 MB
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5 - PySpark DataFrame Mastery for Databricks Engineers
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6 - Ingestion with Lakeflow Connect and Auto Loader
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7 - Structured Streaming Deep Dive Watermarks, State, Exactly-Once
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