| 1 - Analytics Engineering Fundamentals Principles for Long-Term Success.mp4 | 93 MB | ||
| 1 - Cost Monitoring Fundamentals Tracking Query Expenses.mp4 | 104.4 MB | ||
| 1 - DBT Seeds Managing Static Reference Data with CSV Files.mp4 | 129.3 MB | ||
| 1 - DBT init.mp4 | 64.5 MB | ||
| 1 - Incremental Models Efficient Data Updates with insert_overwrite Strategy.mp4 | 85.2 MB | ||
| 1 - Initializing UV Why Isolated Environments Matter.mp4 | 32.8 MB | ||
| 1 - Introduction to DBT Cloud Setup and Data Warehouse Connection.mp4 | 29.1 MB | ||
| 1 - Introduction to DBT Tests Basic Tests in .yml Files.mp4 | 81.5 MB | ||
| 1 - Introduction.mp4 | 28.9 MB | ||
| 1 - Local Automation with Makefiles SQLFluff Fix - part_14__auto_1_sqlfluff_1__make_sqlfluff_fix.py | 3.9 KB | ||
| 1 - Local Automation with Makefiles SQLFluff Fix.mp4 | 61.1 MB | ||
| 1 - Showcasing Data Usage with Exposures - part_9__exposures.yml | 819.2 B | ||
| 1 - Showcasing Data Usage with Exposures.mp4 | 31.7 MB | ||
| 1 - Staging Layer Conventions and Best Practices.mp4 | 32.8 MB | ||
| 1 - Understanding dbt_project.yml Configuration and Compilation.mp4 | 71 MB | ||
| 1 - Version Control Setup Configuring .gitignore for DBT Projects.mp4 | 22.8 MB | ||
| 2 - Code Quality with SQLFluff Automated SQL Linting - part_10__sqlfluff.yml | 716.8 B | ||
| 2 - Code Quality with SQLFluff Automated SQL Linting - part_10__sqlfluff__dbt_utils.py | 102.4 B | ||
| 2 - Code Quality with SQLFluff Automated SQL Linting - part_10__sqlfluff__settings.json | 307.2 B | ||
| 2 - Code Quality with SQLFluff Automated SQL Linting.mp4 | 79.1 MB | ||
| 2 - Committing UV Configuration Files.mp4 | 11.1 MB | ||
| 2 - Configuring Development and Production Environments in profiles.yml.mp4 | 49.4 MB | ||
| 2 - Connecting Your GitHub Repository to DBT Cloud.mp4 | 16.5 MB | ||
| 2 - Custom Testing Example for Validating End-to-End Data Integrity - part_17__tests_4__data_tests.yml | 921.6 B | ||
| 2 - Custom Testing Example for Validating End-to-End Data Integrity - part_17__tests_4__test_date_equality_filtered.sql | 2 KB | ||
| 2 - Custom Testing Example for Validating End-to-End Data Integrity.mp4 | 96.9 MB | ||
| 2 - DBT Macros Creating Reusable SQL Logic.mp4 | 84.1 MB | ||
| 2 - Fully Automated SQLFluff Fixes with GitHub Actions - part_14_auto_1__sqlfluff_fix.yml | 512 B | ||
| 2 - Fully Automated SQLFluff Fixes with GitHub Actions.mp4 | 44 MB | ||
| 2 - Implementing Staging Models Sources, Files, and Configuration - part_8__model_2_staging_2__src.yml | 204.8 B | ||
| 2 - Implementing Staging Models Sources, Files, and Configuration.mp4 | 96.7 MB | ||
| 2 - Implementing default SQL Headers with +sql_header.mp4 | 30.3 MB | ||
| 2 - Initializing Git and Pushing Your DBT Project to GitHub.mp4 | 24.1 MB | ||
| 2 - Installing DBT Packages Adding dbt_utils.mp4 | 22.2 MB | ||
| 2 - Optimizing PR Job Costs Preventing Full Refreshes in CI.mp4 | 97.7 MB | ||
| 2 - Understanding DBT Core Concepts Through a Practical Example.mp4 | 30.7 MB | ||
| 3 - Automated Test Fix Self-Healing Data Pipelines - part_17__tests_5__list_dates_to_retry.sql | 1.2 KB | ||
| 3 - Automated Test Fix Self-Healing Data Pipelines - part_17__tests_5__run_test_data_pipeline_daily_retry.py | 4.4 KB | ||
| 3 - Automated Test Fix Self-Healing Data Pipelines.mp4 | 51.5 MB | ||
| 3 - Complete Cost Tracking Using query_comment() for All DBT Operations - part_15__cost_5__bq_query.sql | 1.2 KB | ||
| 3 - Complete Cost Tracking Using query_comment() for All DBT Operations - part_15__cost_5__query_comment.sql | 1.6 KB | ||
| 3 - Complete Cost Tracking Using query_comment() for All DBT Operations.mp4 | 79.9 MB | ||
| 3 - Creating Production Jobs Scheduling Automated DBT Runs.mp4 | 34.7 MB | ||
| 3 - DBT Snapshots Tracking Historical Changes with Changing Dimensions - part_20__snapshots__snapshot_stg_customers.sql | 409.6 B | ||
| 3 - DBT Snapshots Tracking Historical Changes with Changing Dimensions.mp4 | 72.5 MB | ||
| 3 - Documenting UV Setup in README - part_5__uv_setup_4__README.md | 1.1 KB | ||
| 3 - Documenting UV Setup in README.mp4 | 12 MB | ||
| 3 - Fully Automated Documentation of Production Models.mp4 | 74 MB | ||
| 3 - Handling SQLFluff Macro Conflicts Advanced Configuration - part_10__sqlfluff_2__fct_revenue_daily.sql | 921.6 B | ||
| 3 - Handling SQLFluff Macro Conflicts Advanced Configuration - part_10__sqlfluff_2__macros.sql | 307.2 B | ||
| 3 - Handling SQLFluff Macro Conflicts Advanced Configuration - part_10__sqlfluff_2__sqlfluff.y | 921.6 B | ||
| 3 - Handling SQLFluff Macro Conflicts Advanced Configuration.mp4 | 98.9 MB | ||
| 3 - Intermediate Layer Conventions and Best Practices.mp4 | 68.8 MB | ||
| 3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy - part_16__incremental_11__default_incremental_filter.sql | 614.4 B | ||
| 3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy - part_16__incremental_12__revenue_daily.sql | 1.7 KB | ||
| 3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy - part_16__incremental_13__dbt_project.yml | 307.2 B | ||
| 3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy - part_16__incremental_9__check_table_exists.sql | 819.2 B | ||
| 3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy.mp4 | 92.5 MB | ||
| 3 - Running DBT Models Command-Line Execution and Dependencies.mp4 | 44.9 MB | ||
| 3 - Securing Credentials Moving Service Account Keys Outside Your Project - part_3_dbt_profiles_3__README.md | 1.4 KB | ||
| 3 - Securing Credentials Moving Service Account Keys Outside Your Project - part_3_dbt_profiles_3__profiles.yml | 614.4 B | ||
| 3 - Securing Credentials Moving Service Account Keys Outside Your Project.mp4 | 48.2 MB | ||
| 3 - Testing Your Git Workflow Creating Your First Pull Request.mp4 | 17.6 MB | ||
| 4 - CI Jobs with DBT Cloud.mp4 | 55.8 MB | ||
| 4 - Implementing Intermediate Models Dimensions, Facts and Naming Convention.mp4 | 58.1 MB | ||
| 4 - Model Documentation with YAML File Generation - part_11__documentation__generate_model_yaml.py | 10.3 KB | ||
| 4 - Model Documentation with YAML File Generation - part_11__documentation__generate_model_yaml.sql | 1.6 KB | ||
| 4 - Model Documentation with YAML File Generation.mp4 | 80.4 MB | ||
| 4 - Production Data Cleanup Automated Table Inventory and Deletion Recommendations - part_14__auto_3__cleaning_recommendation.yml | 1 KB | ||
| 4 - Production Data Cleanup Automated Table Inventory and Deletion Recommendations - part_14__auto_3__list_tables_in_prod.sql | 1.5 KB | ||
| 4 - Production Data Cleanup Automated Table Inventory and Deletion Recommendations - part_14__auto_3__make_cleaning_reco.py | 5.1 KB | ||
| 4 - Production Data Cleanup Automated Table Inventory and Deletion Recommendations - part_14__auto_3__makefile.part-14-auto-3-makefile | 307.2 B | ||
| 4 - Production Data Cleanup Automated Table Inventory and Deletion Recommendations.mp4 | 71.1 MB | ||
| 5 - Enforcing Code Quality with Pre-Commit Hooks SQLFluff Integration.mp4 | 30.8 MB | ||
| 5 - Introduction to Data Modeling Layers.mp4 | 40.8 MB | ||
| 5 - Merge Jobs with DBT Cloud.mp4 | 25.8 MB | ||
| 6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting - part_12__pre_commit__README.md | 102.4 B | ||
| 6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting - part_12__pre_commit__pre-commit-config.yaml | 921.6 B | ||
| 6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting - part_12__pre_commit__pre_commit_run_documentation.py | 4.4 KB | ||
| 6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting - part_12__pre_commit__pre_commit_run_model.py | 6 KB | ||
| 6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting.mp4 | 62.9 MB | ||
| 6 - Generating and Hosting Documentation with DBT Cloud.mp4 | 28.2 MB | ||
| 6 - Mart Layer Conventions and Best Practices.mp4 | 28.9 MB | ||
| 7 - Implementing Mart Models Final Tables for Analysis and External Tools.mp4 | 50.4 MB | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__README.md | 6.1 KB | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__dim_customer.sql | 204.8 B | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__ext_salesforce_customer.sql | 204.8 B | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__fct_revenue_daily.sql | 307.2 B | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__fct_revenue_event.sql | 614.4 B | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__revenue_daily.sql | 204.8 B | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__stg_gsheet_raw_data_customers.sql | 204.8 B | ||
| 8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__stg_gsheet_raw_data_purchases.sql | 307.2 B | ||
| 8 - Global Conventions SQL Structure and Naming Standards.mp4 | 112.2 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 95 total files | |||
Build the Perfect Data Stack for Analytics Engineering
https://WebToolTip.com
Published 11/2025
Created by Johanna Grossmann
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 51 Lectures ( 4h 3m ) | Size: 2.82 GB
DBT Production Setup : Data Modeling, Automation, CI/CD & Cost Optimization
What you'll learn
Build a production-ready DBT project and understanding everything about DBT set up
Having best practices about data modeling and SQL code convention
How to automate everything that is too time consuming : testing, documentation and cleaning
Monitor and optimize data warehouse costs
Requirements
Know how to code in SQL
Maybe an idea of what DBT is
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