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种子名称： [FreeCourseSite.com] Udemy - Data Warehouse - The Ultimate Guide
文件类型： 视频
文件数目： 99个文件
文件大小： 3.35 GB
收录时间： 2025-11-21 17:18
已经下载： 3次
资源热度： 87
最近下载： 2025-12-24 08:59

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[FreeCourseSite.com] Udemy - Data Warehouse - The Ultimate Guide.torrent

1 - Intro/1 - Welcome.mp439.3MB

1 - Intro/2 - How this course works.mp430.44MB

1 - Intro/3 - What do you learn in this course.mp421.06MB

10 - Case Study Creating a Data Warehouse/79 - Plan of attack.mp412.15MB

10 - Case Study Creating a Data Warehouse/80 - Source data & table design.mp474.33MB

10 - Case Study Creating a Data Warehouse/81 - Setting up the tables in database.mp419.46MB

10 - Case Study Creating a Data Warehouse/82 - Staging Sales Fact.mp447MB

10 - Case Study Creating a Data Warehouse/83 - Staging job & fixing problems.mp450.14MB

10 - Case Study Creating a Data Warehouse/84 - Load Payment Dimension.mp433.28MB

10 - Case Study Creating a Data Warehouse/85 - Transform & Load Sales Fact.mp472.44MB

10 - Case Study Creating a Data Warehouse/86 - Transform & Load job.mp423.55MB

10 - Case Study Creating a Data Warehouse/87 - Final ETL job & Incremental Load.mp452.97MB

11 - ETL vs ELT/88 - What is an ELT.mp436.37MB

11 - ETL vs ELT/89 - ETL vs ETL.mp427.1MB

12 - Using a Data Warehouse/90 - What are the common use cases.mp423.28MB

12 - Using a Data Warehouse/91 - Connecting the DWH to Power BI.mp462.57MB

13 - Optimizing a Data Warehouse/92 - Using indexes.mp428.5MB

13 - Optimizing a Data Warehouse/93 - Btree indexes.mp416.41MB

13 - Optimizing a Data Warehouse/94 - Bitmap indexes.mp422.5MB

13 - Optimizing a Data Warehouse/95 - Guidelines for indexes.mp441.12MB

13 - Optimizing a Data Warehouse/96 - Demo Setting indexes.mp428.19MB

14 - The Modern Data Warehouses/100 - Columnar storage.mp429.54MB

14 - The Modern Data Warehouses/97 - Cloud vs onpremise.mp416.03MB

14 - The Modern Data Warehouses/98 - Benefits cloud vs onpremise.mp435.5MB

14 - The Modern Data Warehouses/99 - Massive parallel processing.mp437.43MB

2 - Data Warehouse Basics/10 - Setting up Pentaho ETL tool.mp430.39MB

2 - Data Warehouse Basics/11 - Setting up PostgreSQL Database system.mp439.21MB

2 - Data Warehouse Basics/5 - Why a data warehouse.mp429.71MB

2 - Data Warehouse Basics/6 - What is a data warehouse.mp425.78MB

2 - Data Warehouse Basics/7 - What is Business Intelligence.mp418.04MB

2 - Data Warehouse Basics/8 - Data Lake or Data Warehouse.mp434.26MB

2 - Data Warehouse Basics/9 - Demos & Handson.mp413.67MB

3 - Data Warehouse Architecture/12 - 3 Layers of a Data Warehouse.mp442.45MB

3 - Data Warehouse Architecture/13 - Staging area.mp448.95MB

3 - Data Warehouse Architecture/14 - Demo Setting up the staging area.mp421.71MB

3 - Data Warehouse Architecture/15 - Data Marts.mp440.1MB

3 - Data Warehouse Architecture/16 - Relational databases.mp437.82MB

3 - Data Warehouse Architecture/17 - InMemory databases.mp437.24MB

3 - Data Warehouse Architecture/18 - Cubes.mp444.31MB

3 - Data Warehouse Architecture/19 - Operational Data Storage.mp444.11MB

3 - Data Warehouse Architecture/20 - Summary.mp427.51MB

4 - Dimensional Modeling/21 - What is dimensional modeling.mp419.02MB

4 - Dimensional Modeling/22 - Why dimensional modeling.mp428.76MB

4 - Dimensional Modeling/23 - Facts.mp427.74MB

4 - Dimensional Modeling/24 - Dimensions.mp425.13MB

4 - Dimensional Modeling/25 - Star schema.mp450.66MB

4 - Dimensional Modeling/26 - Snowflake schema.mp433.74MB

4 - Dimensional Modeling/27 - Demo Product & Category dimension snowflaked.mp473.12MB

5 - Facts/28 - Additivity.mp462.54MB

5 - Facts/29 - Nulls in facts.mp425.41MB

5 - Facts/30 - YeartoDate facts.mp419.02MB

5 - Facts/31 - Types of fact tables.mp42.48MB

5 - Facts/32 - Transactional fact tables.mp425.16MB

5 - Facts/33 - Periodic fact tables.mp426.49MB

5 - Facts/34 - Accumulating snapshots.mp430.85MB

5 - Facts/35 - Comparing fact table types.mp418.33MB

5 - Facts/36 - Factless fact tables.mp424.82MB

5 - Facts/37 - Steps in designing fact tables.mp432.63MB

5 - Facts/38 - Surrogate Keys.mp437.21MB

5 - Facts/39 - Case Study The Project.mp431.44MB

5 - Facts/40 - Case Study Identify the business process.mp411.87MB

5 - Facts/41 - Case Study Define the grain.mp423.51MB

5 - Facts/42 - Case Study Identify the dimensions.mp428.78MB

5 - Facts/43 - Case Study Identify the facts.mp443.97MB

6 - Dimensions/44 - Dimension tables.mp448.87MB

6 - Dimensions/45 - Date dimensions.mp449.36MB

6 - Dimensions/46 - Nulls in dimensions.mp438.06MB

6 - Dimensions/47 - Hierarchies in dimensions.mp434.15MB

6 - Dimensions/48 - Conformed dimensions.mp436.35MB

6 - Dimensions/49 - Degenerate dimensions.mp424.24MB

6 - Dimensions/50 - Junk dimension.mp446.78MB

6 - Dimensions/51 - Roleplaying dimension.mp436.65MB

6 - Dimensions/52 - Case Study Date dimension.mp443.83MB

7 - Slowly Changing Dimensions/53 - What are slowly changing dimensions.mp417.8MB

7 - Slowly Changing Dimensions/54 - Type 0 Original.mp410.02MB

7 - Slowly Changing Dimensions/55 - Type 1 Overwrite.mp427.25MB

7 - Slowly Changing Dimensions/56 - Type 2 Additional row.mp440.61MB

7 - Slowly Changing Dimensions/57 - Administrating Type 2 dimensions.mp443.2MB

7 - Slowly Changing Dimensions/58 - Mixing Type 1 & Type 2.mp415.91MB

7 - Slowly Changing Dimensions/59 - Type 3 Additional attribute.mp443.72MB

8 - ETL process/60 - Understanding the ETL process.mp440.67MB

8 - ETL process/61 - Extract.mp416.27MB

8 - ETL process/62 - Initial Load.mp417.58MB

8 - ETL process/63 - Delta Load.mp441.87MB

8 - ETL process/64 - Load Workflow.mp426.93MB

8 - ETL process/65 - Demo Quick Intro to Pentaho.mp457.85MB

8 - ETL process/66 - Demo Setting up tables in SQL.mp429.1MB

8 - ETL process/67 - Demo Initial Load example.mp463.72MB

8 - ETL process/68 - Demo Delta Load example.mp471.84MB

8 - ETL process/69 - Transforming data.mp429.27MB

8 - ETL process/70 - Basic Transformations.mp443.63MB

8 - ETL process/71 - Advanced Transformations.mp455.95MB

8 - ETL process/72 - Demo Planning next steps.mp432.22MB

8 - ETL process/73 - Demo Table setup & Complete Staging.mp455.25MB

8 - ETL process/74 - Demo Transform.mp449.93MB

8 - ETL process/75 - Demo Load & Validate results.mp440.28MB

8 - ETL process/76 - Scheduling jobs.mp431.83MB

9 - ETL tools/77 - ETL tools.mp425.49MB

9 - ETL tools/78 - Choosing the right ETL tool.mp430.05MB