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[ DevCourseWeb com ] Udemy - Complete dbt (Data Build Tool) Bootcamp - From Zero to Hero
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1. Course Introduction
1. Instructors Introduction.mp4
1. Instructors Introduction.srt
2. Welcome.mp4
2. Welcome.srt
3. Course Structure Overview.mp4
3. Course Structure Overview.srt
3.1 topdown_bottom_up_2).mp4
10. Seeds and Sources
1. Learning Objectives - Seeds and Sources.mp4
1. Learning Objectives - Seeds and Sources.srt
2. Seeds and Sources Overview.mp4
2. Seeds and Sources Overview.srt
3. Seeds.mp4
3. Seeds.srt
3.1 seed_full_moon_dates.csv
3.2 Sources-and-Seeds.pdf
4. Sources.mp4
4. Sources.srt
5. Source Freshness.mp4
5. Source Freshness.srt
11. Snapshots
1. Learning Objectives - Snapshots.mp4
1. Learning Objectives - Snapshots.srt
2. Snapshots Overview.mp4
2. Snapshots Overview.srt
3. Creating a Snapshot.mp4
3. Creating a Snapshot.srt
3.1 Snapshots.md.pdf
4. Snapshots Quiz.html
12. Tests
1. Learning objectives - Tests.mp4
1. Learning objectives - Tests.srt
2. Tests Overview.mp4
2. Tests Overview.srt
3. Generic Tests.mp4
3. Generic Tests.srt
3.1 Tests.md.pdf
4. Singular Tests.mp4
4. Singular Tests.srt
5. Create your own singular test.html
6. Tests Quiz.html
13. Macros, Custom Tests and Packages
1. Learning Objectives - Macros, Custom Tests and Packages.mp4
1. Learning Objectives - Macros, Custom Tests and Packages.srt
2. Macros Overview.mp4
2. Macros Overview.srt
3. Creating our First Macro.mp4
3. Creating our First Macro.srt
3.1 Macros-CustomTests-Packages.md.pdf
4. Writing Custom Generic Tests.mp4
4. Writing Custom Generic Tests.srt
5. Installing Third-Party Packages.mp4
5. Installing Third-Party Packages.srt
6. Macros, Custom Tests and Packages Quiz.html
14. Documentation
1. Learning Objectives - Documentation.mp4
1. Learning Objectives - Documentation.srt
2. Documentation Overview.mp4
2. Documentation Overview.srt
3. Writing and Exploring Basic Documentation.mp4
3. Writing and Exploring Basic Documentation.srt
3.1 Documentation.md.pdf
4. Markdown-based Docs, Custom Overview Page and Assets.mp4
4. Markdown-based Docs, Custom Overview Page and Assets.srt
4.1 input_schema.png
5. The Linage Graph (Data Flow DAG).mp4
5. The Linage Graph (Data Flow DAG).srt
6. Document the dim_hosts_cleansed table.html
7. Documentation quiz.html
15. Analyses, Hooks and Exposures
1. Learning Objectives - Analyses, Hook and Exposures.mp4
1. Learning Objectives - Analyses, Hook and Exposures.srt
1.1 Analyses-Hooks-Exposures.pdf
2. Analyses.mp4
2. Analyses.srt
3. Hooks.mp4
3. Hooks.srt
4. Setting up a BI Dashboard in Snowflake and Preset.mp4
4. Setting up a BI Dashboard in Snowflake and Preset.srt
5. Exposures.mp4
5. Exposures.srt
6. Hooks Quiz.html
7. Course Feedback.html
2. Theory - The Data Maturity Model
1. Introduction - Maslow's Pyramid of Data.mp4
1. Introduction - Maslow's Pyramid of Data.srt
2. The Data Maturity Model.mp4
2. The Data Maturity Model.srt
3. ETL and ELT.mp4
3. ETL and ELT.srt
3. Theory - Data Warehouses, Data Lakes and Lakehouses
1. Data Warehousing - a short introduction.mp4
1. Data Warehousing - a short introduction.srt
2. External Tables and Cloud Data Warehouses.mp4
2. External Tables and Cloud Data Warehouses.srt
3. Data Lakes.mp4
3. Data Lakes.srt
4. Data Lakehouse.mp4
4. Data Lakehouse.srt
4. Theory - Normalization
1. The Basics of Database Normalization.mp4
1. The Basics of Database Normalization.srt
2. First Normal Form (1NF).mp4
2. First Normal Form (1NF).srt
3. Second Normal Form (2NF).mp4
3. Second Normal Form (2NF).srt
4. Third Normal Form (3NF).mp4
4. Third Normal Form (3NF).srt
5. Theory - Slowly Changing Dimension (SCD)
1. The Basics of Slowly Changing Dimensions.mp4
1. The Basics of Slowly Changing Dimensions.srt
2. Type 0 - Retain Original.mp4
2. Type 0 - Retain Original.srt
3. Type 1 - Overwrite.mp4
3. Type 1 - Overwrite.srt
4. Type 2 - Add New Row.mp4
4. Type 2 - Add New Row.srt
5. Type 3 - Add New Attribute.mp4
5. Type 3 - Add New Attribute.srt
6. Intro to the practical sessions dbt and the Airbnb use-case
1. dbt Overview.mp4
1. dbt Overview.srt
2. Use-case and Input Data Model Overview.mp4
2. Use-case and Input Data Model Overview.srt
7. Practice - Setup
1. How to use github and the class resources.html
1.1 The project's GitHub page.html
10. A note on the DEV schema.html
11. Datasets and Data Flow Overview.mp4
11. Datasets and Data Flow Overview.srt
2. Snowflake Registration.mp4
2. Snowflake Registration.srt
3. Importing Airbnb Data into Snowflake.mp4
3. Importing Airbnb Data into Snowflake.srt
3.1 Snowflake-Setup.md.pdf
4. READ ME! A Note on dbt's Python version compatibility.html
5. dbt setup - Mac.mp4
5. dbt setup - Mac.srt
5.1 dbt-installation-MAC.md.pdf
6. dbt setup - Windows.mp4
6. dbt setup - Windows.srt
7. Creating a dbt project and connecting it to Snowflake.mp4
7. Creating a dbt project and connecting it to Snowflake.srt
8. Install dbt power tools into VSCode Setup (optional).mp4
8. Install dbt power tools into VSCode Setup (optional).srt
9. Overview of the dbt Project Structure.mp4
9. Overview of the dbt Project Structure.srt
8. Models
1. Learning Objectives - Models.mp4
1. Learning Objectives - Models.srt
2. Models Overview.mp4
2. Models Overview.srt
3. Theory CTE - Common Table Expressions.mp4
3. Theory CTE - Common Table Expressions.srt
4. Creating our first model Airbnb listings.mp4
4. Creating our first model Airbnb listings.srt
4.1 Models.md.pdf
5. Models Quiz.html
6. Create the src_hosts model.html
9. Materializations
1. Learning Objectives - Materializations.mp4
1. Learning Objectives - Materializations.srt
2. Materializations Overview.mp4
2. Materializations Overview.srt
3. Model Dependencies and dbt's ref tag.mp4
3. Model Dependencies and dbt's ref tag.srt
3.1 Materializations.md.pdf
4. Table type materialization & Project-level Materialization config.mp4
4. Table type materialization & Project-level Materialization config.srt
5. Incremental materialization.mp4
5. Incremental materialization.srt
6. Ephemeral materialization.mp4
6. Ephemeral materialization.srt
7. Quiz - Materializations.html
Bonus Resources.txt
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