Udemy - Apache Iceberg - Multi-Engine Lakehouse, Spec To Production

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2.7 GB
  • Uploaded Byfreecoursewb
  • Downloads15
  • Last checkedJul. 03rd '26
  • Date uploadedJul. 02nd '26
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Infohash : 4EBD677B821496E57E22EF6DEC21DF8BDEF29051

Apache Iceberg: Multi-Engine Lakehouse, Spec To Production

https://WebToolTip.com

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.65 GB | Duration: 9h 43m

Master the Iceberg spec, every catalog, all engines, and the discipline to run a real multi-engine lakehouse.

What you'll learn
Read the Iceberg spec — manifests, snapshots, metadata.json, commit protocol — as a working mental model.
Pick the right catalog (Polaris, Unity OSS, Nessie, Glue, HMS) using the Decision Spine matrix and defend the choice.
Ship a complete medallion lakehouse on Iceberg with Kafka CDC, Spark MERGE, and multi-engine readers.
Run production maintenance — compaction, expire-snapshots, orphan-cleanup, rewrite-manifests — with real cost numbers.
Implement WAP, branching, tagging, and time-travel rollback patterns auditors and SREs both sign off on.
Migrate Hive, Delta, or bare Parquet warehouses to Iceberg using the right strategy for the situation.
Diagnose the four most common Iceberg failures using a 10-step playbook.
Pass an 8-dimension architect's rubric: spec, catalog, writes, reads, maintenance, security, cost, troubleshooting.

Requirements
Comfortable with SQL and core data-engineering concepts (you've built or maintained pipelines/ETL).
Familiarity with at least one query/processing engine (Spark, Trino, Snowflake, or similar) helps but isn't required.
Basic cloud-storage literacy (S3/ADLS/GCS object stores); no specific account or install is mandated to follow along.

Files:

[ WebToolTip.com ] Udemy - Apache Iceberg - Multi-Engine Lakehouse, Spec To Production
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1 - The Lakehouse Wakeup Call
    • 1 - Module 1 Check The Lakehouse Wakeup Call.html (0.1 KB)
    • 1 - The Monday Morning Lakehouse Crisis.mp4 (19.6 MB)
    • 2 - Why Hive Metastore Hit Its Limits.mp4 (17.2 MB)
    • 3 - Acid On Object Storage The Hard Problem.mp4 (21.0 MB)
    • 4 - What Open Lakehouse Actually Means.mp4 (22.5 MB)
    • 5 - Decision Spine V1 When Iceberg Fits.mp4 (18.5 MB)
    10 - Cdc Into Iceberg
    • 10 - Module 10 Check Cdc Into Iceberg.html (0.1 KB)
    • 46 - Debezium To Kafka To Iceberg Pipeline.mp4 (28.6 MB)
    • 47 - Upsert Patterns With Merge.mp4 (23.7 MB)
    • 48 - Scd Type 2 On Iceberg.mp4 (25.0 MB)
    • 49 - Outoforder Events Handling.mp4 (25.4 MB)
    11 - Reading Spark And Trino
    • 11 - Module 11 Check Reading Spark And Trino.html (0.1 KB)
    • 50 - Spark Reads And Dataframe Pushdown.mp4 (23.3 MB)
    • 51 - Trino Federation Across Catalogs.mp4 (21.5 MB)
    • 52 - Predicate And Projection Pushdown.mp4 (19.2 MB)
    • 53 - Snapshot Reads And Time Travel.mp4 (24.2 MB)
    • 54 - Reading Patterns And Antipatterns.mp4 (29.4 MB)
    12 - Reading Snowflake Databricks Dremio
    • 12 - Module 12 Check Reading Snowflake Databricks Dremio.html (0.1 KB)
    • 55 - Snowflake External Iceberg Tables.mp4 (22.1 MB)
    • 56 - Snowflakemanaged Iceberg And Polaris.mp4 (16.8 MB)
    • 57 - Databricks Unity Catalog Iceberg.mp4 (17.6 MB)
    • 58 - Dremio And Nessie Combo.mp4 (13.8 MB)
    • 59 - Multiengine Performance Compared.mp4 (20.7 MB)
    • 60 - Vendor Engine Patterns And Antipatterns.mp4 (25.7 MB)
    13 - Reading Duckdb And Clickhouse
    • 13 - Module 13 Check Reading Duckdb And Clickhouse.html (0.1 KB)
    • 61 - Duckdb Iceberg Extension.mp4 (21.0 MB)
    • 62 - Clickhouse Iceberg Engine.mp4 (19.1 MB)
    • 63 - The Local Analytics Pattern.mp4 (20.3 MB)
    • 64 - When Not To Use The Big Engines.mp4 (16.3 MB)
    • 65 - Embedded Analytics And Costconscious Reads.mp4 (38.7 MB)
    14 - Maintenance Pt 1 Compaction And Sort
    • 14 - Module 14 Check Maintenance Pt 1 Compaction And Sort.html (0.1 KB)
    • 66 - The Small Files Problem.mp4 (14.7 MB)
    • 67 - Rewritedatafiles Procedure.mp4 (23.8 MB)
    • 68 - Zorder On Iceberg.mp4 (20.3 MB)
    • 69 - Sort Order Evolution.mp4 (14.8 MB)
    • 70 - Lab Compaction Job Tuning.mp4 (21.1 MB)
    • 71 - Compaction Patterns And Antipatterns.mp4 (27.8 MB)
    15 - Maintenance Pt 2 Snapshots And Cleanup
    • 15 - Module 15 Check Maintenance Pt 2 Snapshots And Cleanup.html (0.1 KB)
    • 72 - Expire Snapshots Procedure.mp4 (24.2 MB)
    • 73 - Remove Orphan Files.mp4 (19.8 MB)
    • 74 - Rewrite Manifests.mp4 (19.0 MB)
    • 75 - Storage Cost Economics Real Numbers.mp4 (26.2 MB)
    • 76 - Compliance Retention And Cost Patterns.mp4 (27.1 MB)
    16 - Time Travel Branching Tagging
    • 16 - Module 16 Check Time Travel Branching Tagging.html (0.1 KB)
    • 77 - Snapshot Reads In Practice.mp4 (19.3 MB)
    • 78 - Branching Dev Audit Wap.mp4 (23.1 MB)
    • 79 - Tags Release Pinning.mp4 (18.0 MB)
    • 80 - Rollback Patterns.mp4 (19.3 MB)
    • 81 - Branching And Time Travel Patterns.mp4 (31.8 MB)
    17 - Security Rbac And Rowcolumnlevel
    • 17 - Module 17 Check Security Rbac And Rowcolumnlevel.html (0.1 KB)
    • 82 - Cataloglevel Rbac Polaris Unity.mp4 (22.2 MB)
    • 83 - Filelevel Encryption Patterns.mp4 (17.1 MB)
    • 84 - Row And Columnlevel Security On Iceberg.mp4 (18.7 MB)
    • 85 - Audit Logs And Compliance.mp4 (20.1 MB)
    • 86 - Security Patterns And Defense In Depth.mp4 (25.9 MB)
    18 - Governance And The Open Catalog Manifesto
    • 18 - Module 18 Check Governance And The Open Catalog Manifesto.html (0.1 KB)
    • 87 - Sensitivity Tags Across Engines.mp4 (14.3 MB)
    • 88 - Lineage Capture From Iceberg Metadata.mp4 (18.8 MB)
    • 89 - Crossengine Governance Stories.mp4 (16.5 MB)
    • 90 - Gdpr Delete Patterns On Iceberg.mp4 (26.6 MB)
    • 91 - Data Contracts And Governance Patterns.mp4 (24.1 MB)
    19 - Cost Economics
    • 19 - Module 19 Check Cost Economics.html (0.1 KB)
    • 92 - Storage Tier Strategy.mp4 (14.1 MB)
    • 93 - Compaction Cost Vs Query Cost Tradeoff.mp4 (16.2 MB)
    • 94 - Multiengine Cost Comparison.mp4 (16.3 MB)
    • 95 - Decision Spine Cost Dimension Final.mp4 (21.2 MB)
    • 96 - Cost Monitoring And Optimization Patterns.mp4 (32.9 MB)
    2 - Why Iceberg Won Format Wars Honest
    • 10 - Module Recap And Bridge To Spec Internals.mp4 (19.2 MB)
    • 2 - Module 2 Check Why Iceberg Won Format Wars Honest.html (0.1 KB)
    • 6 - Icebergs Origin Story Netflix 2017.mp4 (22.5 MB)
    • 7 - Format Wars Iceberg Vs Delta Vs Hudi.mp4 (35.5 MB)
    • 8 - The 20242026 Inflection Points.mp4 (32.8 MB)
    • 9 - Apache Governance Vs Vendor Forking.mp4 (22.1 MB)
    20 - Troubleshooting Playbook
    • 100 - Commit Conflict On Concurrent Write.mp4 (21.3 MB)
    • 101 - The 10Step General Diagnosis Flow.mp4 (26.2 MB)
    • 20 - Module 20 Check Troubleshooting Playbook.html (0.1 KB)
    • 97 - My Table Will Not Compact.mp4 (23.0 MB)
    • 98 - Snapshots Growing Without Bound.mp4 (20.2 MB)
    • 99 - Reader Sees Old Data.mp4 (27.3 MB)
    21 - Migration Hive Delta Parquet To Iceberg
    • 102 - Migrate From Hive Inplace Strategy.mp4 (29.7 MB)
    • 103 - Migrate From Delta Lake.mp4 (27.1 MB)
    • 104 - Bare Parquet To Iceberg.mp4 (15.9 MB)
    • 105 - Inplace Vs Rewrite Decision.mp4 (34.4 MB)
    • 106 - Migration Antipatterns And Stories.mp4 (30.9 MB)
    • 21 - Module 21 Check Migration Hive Delta Parquet To Iceberg.html (0.1 KB)
    22 - Interop Xtable Uniform Crossformat
    • 107 - Apache Xtable Architecture.mp4 (18.1 MB)
    • 108 - Delta Uniform Read Iceberg From Delta.mp4 (

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