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Udemy Build the Perfect Data Stack for Analytics Engineering

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Uploader:

freecoursewb

Source:

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Type:

Tutorials

Language:

English

Category:

Other

Size:

2.8 GB

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Nov. 13, 2025, 12:26 a.m.

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Files:

Get Bonus Downloads Here.url 180 bytes
1 - Introduction.mp4 28.9 MB
2 - Understanding DBT Core Concepts Through a Practical Example.mp4 30.7 MB
3 - Running DBT Models Command-Line Execution and Dependencies.mp4 44.9 MB
1 - Cost Monitoring Fundamentals Tracking Query Expenses.mp4 104.4 MB
2 - Implementing default SQL Headers with +sql_header.mp4 30.3 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
1 - Incremental Models Efficient Data Updates with insert_overwrite Strategy.mp4 85.2 MB
2 - Optimizing PR Job Costs Preventing Full Refreshes in CI.mp4 97.7 MB
3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy - part_16__incremental_11__default_incremental_filter.sql 578 bytes
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 322 bytes
3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy - part_16__incremental_9__check_table_exists.sql 772 bytes
3 - Managing Schema Changes in Incremental Models Dev vs Prod Strategy.mp4 92.5 MB
1 - Introduction to DBT Tests Basic Tests in .yml Files.mp4 81.5 MB
2 - Custom Testing Example for Validating End-to-End Data Integrity - part_17__tests_4__data_tests.yml 940 bytes
2 - Custom Testing Example for Validating End-to-End Data Integrity - part_17__tests_4__test_date_equality_filtered.sql 2.0 KB
2 - Custom Testing Example for Validating End-to-End Data Integrity.mp4 96.9 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
1 - DBT Seeds Managing Static Reference Data with CSV Files.mp4 129.3 MB
2 - DBT Macros Creating Reusable SQL Logic.mp4 84.1 MB
3 - DBT Snapshots Tracking Historical Changes with Changing Dimensions - part_20__snapshots__snapshot_stg_customers.sql 416 bytes
3 - DBT Snapshots Tracking Historical Changes with Changing Dimensions.mp4 72.5 MB
1 - Analytics Engineering Fundamentals Principles for Long-Term Success.mp4 93.0 MB
1 - DBT init.mp4 64.5 MB
2 - Configuring Development and Production Environments in profiles.yml.mp4 49.4 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 651 bytes
3 - Securing Credentials Moving Service Account Keys Outside Your Project.mp4 48.2 MB
1 - Version Control Setup Configuring .gitignore for DBT Projects.mp4 22.8 MB
2 - Initializing Git and Pushing Your DBT Project to GitHub.mp4 24.1 MB
3 - Testing Your Git Workflow Creating Your First Pull Request.mp4 17.6 MB
1 - Initializing UV Why Isolated Environments Matter.mp4 32.8 MB
2 - Committing UV Configuration Files.mp4 11.1 MB
3 - Documenting UV Setup in README - part_5__uv_setup_4__README.md 1.1 KB
3 - Documenting UV Setup in README.mp4 12.0 MB
1 - Understanding dbt_project.yml Configuration and Compilation.mp4 71.0 MB
2 - Installing DBT Packages Adding dbt_utils.mp4 22.2 MB
1 - Staging Layer Conventions and Best Practices.mp4 32.8 MB
2 - Implementing Staging Models Sources, Files, and Configuration - part_8__model_2_staging_2__src.yml 251 bytes
2 - Implementing Staging Models Sources, Files, and Configuration.mp4 96.7 MB
3 - Intermediate Layer Conventions and Best Practices.mp4 68.8 MB
4 - Implementing Intermediate Models Dimensions, Facts and Naming Convention.mp4 58.1 MB
5 - Introduction to Data Modeling Layers.mp4 40.8 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 168 bytes
8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__ext_salesforce_customer.sql 156 bytes
8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__fct_revenue_daily.sql 311 bytes
8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__fct_revenue_event.sql 626 bytes
8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__revenue_daily.sql 175 bytes
8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__stg_gsheet_raw_data_customers.sql 210 bytes
8 - Global Conventions SQL Structure and Naming Standards - part_8__model_6__stg_gsheet_raw_data_purchases.sql 275 bytes
8 - Global Conventions SQL Structure and Naming Standards.mp4 112.2 MB
1 - Showcasing Data Usage with Exposures - part_9__exposures.yml 776 bytes
1 - Showcasing Data Usage with Exposures.mp4 31.7 MB
2 - Code Quality with SQLFluff Automated SQL Linting - part_10__sqlfluff.yml 702 bytes
2 - Code Quality with SQLFluff Automated SQL Linting - part_10__sqlfluff__dbt_utils.py 64 bytes
2 - Code Quality with SQLFluff Automated SQL Linting - part_10__sqlfluff__settings.json 336 bytes
2 - Code Quality with SQLFluff Automated SQL Linting.mp4 79.1 MB
3 - Handling SQLFluff Macro Conflicts Advanced Configuration - part_10__sqlfluff_2__fct_revenue_daily.sql 972 bytes
3 - Handling SQLFluff Macro Conflicts Advanced Configuration - part_10__sqlfluff_2__macros.sql 342 bytes
3 - Handling SQLFluff Macro Conflicts Advanced Configuration - part_10__sqlfluff_2__sqlfluff.y 935 bytes
3 - Handling SQLFluff Macro Conflicts Advanced Configuration.mp4 98.9 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
5 - Enforcing Code Quality with Pre-Commit Hooks SQLFluff Integration.mp4 30.8 MB
6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting - part_12__pre_commit__README.md 91 bytes
6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting - part_12__pre_commit__pre-commit-config.yaml 952 bytes
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 6.0 KB
6 - Enforcing Code Quality with Pre-Commit Hooks Testing and Documenting.mp4 62.9 MB
1 - Introduction to DBT Cloud Setup and Data Warehouse Connection.mp4 29.1 MB
2 - Connecting Your GitHub Repository to DBT Cloud.mp4 16.5 MB
3 - Creating Production Jobs Scheduling Automated DBT Runs.mp4 34.7 MB
4 - CI Jobs with DBT Cloud.mp4 55.8 MB
5 - Merge Jobs with DBT Cloud.mp4 25.8 MB
6 - Generating and Hosting Documentation with DBT Cloud.mp4 28.2 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
2 - Fully Automated SQLFluff Fixes with GitHub Actions - part_14_auto_1__sqlfluff_fix.yml 547 bytes
2 - Fully Automated SQLFluff Fixes with GitHub Actions.mp4 44.0 MB
3 - Fully Automated Documentation of Production Models.mp4 74.0 MB
4 - Production Data Cleanup Automated Table Inventory and Deletion Recommendations - part_14__auto_3__cleaning_recommendation.yml 1013 bytes
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 337 bytes
4 - Production Data Cleanup Automated Table Inventory and Deletion Recommendations.mp4 71.1 MB
Bonus Resources.txt 70 bytes

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