|
|
~Get Your Files Here !
|
|
1 - Welcome to the Lakehouse The 2026 Platform Map
|
|
Course_Resources
|
|
capstone
|
|
exercises
|
|
setup
|
|
slide_code
|
|
slide_queries
|
|
10 - Databricks SQL, Warehouses, AI BI Dashboards and Genie
|
|
11 - Delta Optimization I Liquid Clustering and Layout Decisions
|
|
12 - Advanced Delta Optimization Photon, AQE, Skew, Diagnostics
|
|
13 - Production Jobs and Workflows Scheduling, Parameters, Alerts
|
|
14 - CI CD Asset Bundles, Terraform, and the Testing Pyramid
|
|
15 - Observability with System Tables and Lakehouse Monitoring
|
|
16 - Cost Optimization and FinOps Forensics
|
|
17 - Security, Sharing and Collaboration
|
|
18 - Mosaic AI for Data Engineers Vector Search, Serving, Agents
|
|
19 - MLflow in Production
|
|
2 - Delta Lake Foundation ACID, Time Travel, Deletion Vectors, UniForm
|
|
20 - The Architect's Lens Decisions, Anti-Patterns, Azure, Exam Traps
|
|
21 - Playbook Capstone The SNOWMART Enterprise Platform
|
|
22 - Module Quizzes (Optional Review)
|
|
3 - The Medallion Pipeline Bronze, Silver, Gold
|
|
10 - Bronze Raw Ingestion with Full Fidelity.mp4
|
MP4
|
23.4 MB
|
|
|
11 - Silver Cleansing, Conforming, and Quarantine Design.mp4
|
MP4
|
29.5 MB
|
|
|
12 - Gold Business Aggregates Analysts Trust.mp4
|
MP4
|
17.2 MB
|
|
|
13 - Medallion Anti-Patterns and When to Break the Rules.mp4
|
MP4
|
25.1 MB
|
|
|
14 - Failure Clinic Rebuilding a Corrupted Layer Safely.mp4
|
MP4
|
23.1 MB
|
|
|
4 - SCD Implementations on Delta Lake
|
|
15 - SCD Type 1 Overwrite with Confidence.mp4
|
MP4
|
21.1 MB
|
|
|
16 - SCD Type 2 with MERGE History That Survives Audits.mp4
|
MP4
|
14.6 MB
|
|
|
17 - SCD at Scale Performance and Late-Arriving Dimensions.mp4
|
MP4
|
14.1 MB
|
|
|
18 - Architect's Lens Choosing an SCD Strategy per Table.mp4
|
MP4
|
22.4 MB
|
|
|
5 - PySpark DataFrame Mastery for Databricks Engineers
|
|
19 - DataFrames Done Right Select, Filter, and Column Expressions.mp4
|
MP4
|
30.6 MB
|
|
|
20 - Joins and Aggregations Without the Shuffle Biting You.mp4
|
MP4
|
35 MB
|
|
|
21 - Window Functions for Real Analytics.mp4
|
MP4
|
26.4 MB
|
|
|
22 - UDFs, Pandas UDFs, and When Native Functions Win.mp4
|
MP4
|
28.1 MB
|
|
|
23 - Handling JSON and Nested Data.mp4
|
MP4
|
25.4 MB
|
|
|
24 - Testing PySpark Unit Tests That Catch Real Bugs.mp4
|
MP4
|
27.4 MB
|
|
|
6 - Ingestion with Lakeflow Connect and Auto Loader
|
|
25 - The Ingestion Decision Matrix COPY INTO, Auto Loader, Lakeflow Connect.mp4
|
MP4
|
20.2 MB
|
|
|
26 - Auto Loader Deep Dive Schema Inference and Evolution.mp4
|
MP4
|
24.6 MB
|
|
|
27 - Auto Loader Operations Checkpoints, Backfills, and Rescued Data.mp4
|
MP4
|
15.3 MB
|
|
|
28 - Lakeflow Connect Managed Connectors for Databases and SaaS.mp4
|
MP4
|
24.5 MB
|
|
|
29 - File Formats and Landing-Zone Design.mp4
|
MP4
|
13 MB
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
