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[ DevCourseWeb com ] Udemy - dbt(data build tool) - dbt for Analytical Engineers
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1. dbt(data build tool) Connections
1. dbt Introduction.mp4
1.1 dbtOverview.mp4
2. Create a GitHub Repository.mp4
3. Free Trial Account.mp4
4. Data loading From AWS S3 Bucket.mp4
4.1 Load Data into Snowflake from AWS S3 bucket.docx
4.2 s3policy.txt
4.3 trust_relationship.sql
5. Python Installation.mp4
6. dbt Cloud connection with Snowflake and Github.mp4
7. dbt Core Installation.mp4
2. dbt(data build tool) Data Warehouse Fundamentals
1. Data Warehouse Concepts.mp4
2. Benefits and Limitation of Data Warehouse.mp4
3. ETL in Data Warehouse.mp4
4. ETL vs ELT.mp4
5. Overview of OLTP.mp4
3. dbt(data build tool) Models, Sources & Seeds
1. Create your First Models.mp4
2. Creating a Sample Tables for Models.mp4
2.1 CreateTable.txt
3. Use of Ref Function in dbt Model.mp4
3.1 Store_sales_profit.txt
3.2 store_sales.sql.txt
3.3 store.sql.txt
4. Creating a Python Model in dbt.mp4
4.1 pythonModel.txt
5. Creating a Second Python Model in dbt.mp4
5.1 Product_Sales.txt
6. Sources in dbt(data build tool).mp4
6.1 sources.txt
7. Source Freshness in dbt.mp4
7.1 Employees-Table.txt
7.2 source freshness.txt
8. Seeds in dbt(data build tool).mp4
8.1 Dbt Seed.pptx
8.2 dialcode.csv
8.3 seeds.txt
4. Materialization in dbt(data build tool)
1. Ephemeral Model.mp4
1.1 Sample-Employee.txt
2. Incremental Model Part-01.mp4
2.1 ProductDDL.txt
3. Incremental Model Part-02.mp4
4. Incremental Model Part-03.mp4
5. delete+Insert Model.mp4
5. Snapshots in dbt(data build tool)
1. Slowly Changing Dimensions Concepts.mp4
1.1 SCD.pptx
2. Timestamp Strategy SCD TYPE 2.mp4
2.1 snapshot_timstamp.txt
2.2 snapshotTable1.txt
3. CHECK STRATEGY SCD TYPE 2.mp4
3.1 commands.txt
3.2 snapshot_check_startegy.txt
6. Jinja Basic Fundamentals
1. Jinja Introduction.mp4
1.1 jinja.pptx
2. Jinja Basics - Control Structures.mp4
3. Use of Jinja in dbt model Part-01.mp4
3.1 jinjacode.txt
4. Use of Jinja in dbt Part-02.mp4
7. dbt(Data build tool) Macros and Hooks
1. Macro in dbt(data build tool) Part-1.mp4
1.1 MacroPart-01.txt
1.2 Sample-Employee.txt
2. Macros in dbt(data build tool) Part-2.mp4
3. dbt Hooks.mp4
3.1 dbthooks.txt
3.2 Hooks.pptx
4. dbt documentation.mp4
4.1 dbt_documentation.sql
8. dbt Testing
1. dbt testing.mp4
1.1 Tests.pptx
2. Singular Testing.mp4
2.1 DDL-Product.txt
3. Generic Testing Part-01.mp4
3.1 test.txt
4. Severity Test in dbt.mp4
5. dbt Store failure and limit Config.mp4
6. Custom Generic Test.mp4
6.1 Dim_Product_DDL.txt
7. dbt_utils.mp4
8. dbt_expectations.mp4
9. Audit_helper.mp4
Bonus Resources.txt
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