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[ FreeCourseWeb com ] Udemy - Data Warehouse - The Ultimate Guide
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01 - Intro
001 Welcome!.mp4
001 Welcome!_en.vtt
002 How this course works.mp4
002 How this course works_en.vtt
003 What do you learn in this course.mp4
003 What do you learn in this course_en.vtt
02 - Data Warehouse Basics
001 Why a data warehouse.mp4
001 Why a data warehouse_en.vtt
002 What is a data warehouse.mp4
002 What is a data warehouse_en.vtt
003 What is Business Intelligence.mp4
003 What is Business Intelligence_en.vtt
004 Data Lake or Data Warehouse.mp4
004 Data Lake or Data Warehouse_en.vtt
005 Demos & Hands-on.mp4
005 Demos & Hands-on_en.vtt
006 Setting up Pentaho (ETL tool).mp4
006 Setting up Pentaho (ETL tool)_en.vtt
007 Setting up PostgreSQL (Database system).mp4
007 Setting up PostgreSQL (Database system)_en.vtt
03 - Data Warehouse Architecture
001 3 Layers of a Data Warehouse.mp4
001 3 Layers of a Data Warehouse_en.vtt
002 Staging area.mp4
002 Staging area_en.vtt
003 Demo Setting up the staging area.mp4
003 Demo Setting up the staging area_en.vtt
004 Data Marts.mp4
004 Data Marts_en.vtt
005 Relational databases.mp4
005 Relational databases_en.vtt
006 In-Memory databases.mp4
006 In-Memory databases_en.vtt
007 Cubes.mp4
007 Cubes_en.vtt
008 Operational Data Storage.mp4
008 Operational Data Storage_en.vtt
009 Summary.mp4
009 Summary_en.vtt
04 - Dimensional Modeling
001 What is dimensional modeling.mp4
001 What is dimensional modeling_en.vtt
002 Why dimensional modeling.mp4
002 Why dimensional modeling_en.vtt
003 Facts.mp4
003 Facts_en.vtt
004 Dimensions.mp4
004 Dimensions_en.vtt
005 Star schema.mp4
005 Star schema_en.vtt
006 Snowflake schema.mp4
006 Snowflake schema_en.vtt
007 Demo Product & Category dimension (snowflaked).mp4
007 Demo Product & Category dimension (snowflaked)_en.vtt
05 - Facts
001 Additivity.mp4
001 Additivity_en.vtt
002 Nulls in facts.mp4
002 Nulls in facts_en.vtt
003 03-Year-to-Date-facts.mp4
003 Year-to-Date facts.mp4
003 Year-to-Date facts_en.vtt
004 Types of fact tables.mp4
004 Types of fact tables_en.vtt
005 Transactional fact tables.mp4
005 Transactional fact tables_en.vtt
006 Periodic fact tables.mp4
006 Periodic fact tables_en.vtt
007 Accumulating snapshots.mp4
007 Accumulating snapshots_en.vtt
008 Comparing fact table types.mp4
008 Comparing fact table types_en.vtt
009 Factless fact tables.mp4
009 Factless fact tables_en.vtt
010 Steps in designing fact tables.mp4
010 Steps in designing fact tables_en.vtt
011 Surrogate Keys.mp4
011 Surrogate Keys_en.vtt
012 Case Study The Project.mp4
012 Case Study The Project_en.vtt
013 Case Study Identify the business process.mp4
013 Case Study Identify the business process_en.vtt
014 Case Study Define the grain.mp4
014 Case Study Define the grain_en.vtt
015 Case Study Identify the dimensions.mp4
015 Case Study Identify the dimensions_en.vtt
016 Case Study Identify the facts.mp4
016 Case Study Identify the facts_en.vtt
06 - Dimensions
001 Dimension tables.mp4
001 Dimension tables_en.vtt
002 Date dimensions.mp4
002 Date dimensions_en.vtt
003 Nulls in dimensions.mp4
003 Nulls in dimensions_en.vtt
004 Hierarchies in dimensions.mp4
004 Hierarchies in dimensions_en.vtt
005 Conformed dimensions.mp4
005 Conformed dimensions_en.vtt
006 Degenerate dimensions.mp4
006 Degenerate dimensions_en.vtt
007 Junk dimension.mp4
007 Junk dimension_en.vtt
008 Role-playing dimension.mp4
008 Role-playing dimension_en.vtt
009 Case Study Date dimension.mp4
009 Case Study Date dimension_en.vtt
07 - Slowly Changing Dimensions
001 What are slowly changing dimensions.mp4
001 What are slowly changing dimensions_en.vtt
002 Type 0 - Original.mp4
002 Type 0 - Original_en.vtt
003 Type 1 - Overwrite.mp4
003 Type 1 - Overwrite_en.vtt
004 Type 2 - Additional row.mp4
004 Type 2 - Additional row_en.vtt
005 Administrating Type 2 dimensions.mp4
005 Administrating Type 2 dimensions_en.vtt
006 Mixing Type 1 & Type 2.mp4
006 Mixing Type 1 & Type 2_en.vtt
007 Type 3 - Additional attribute.mp4
007 Type 3 - Additional attribute_en.vtt
08 - ETL process
001 Understanding the ETL process.mp4
001 Understanding the ETL process_en.vtt
002 Extract.mp4
002 Extract_en.vtt
003 Initial Load.mp4
003 Initial Load_en.vtt
004 Delta Load.mp4
004 Delta Load_en.vtt
005 Load Workflow.mp4
005 Load Workflow_en.vtt
006 Demo Quick Intro to Pentaho.mp4
006 Demo Quick Intro to Pentaho_en.vtt
007 Demo Setting up tables in SQL.mp4
007 Demo Setting up tables in SQL_en.vtt
008 Demo Initial Load example.mp4
008 Demo Initial Load example_en.vtt
009 Demo Delta Load example.mp4
009 Demo Delta Load example_en.vtt
010 Transforming data.mp4
010 Transforming data_en.vtt
011 Basic Transformations.mp4
011 Basic Transformations_en.vtt
012 Advanced Transformations.mp4
012 Advanced Transformations_en.vtt
013 Demo Planning next steps.mp4
013 Demo Planning next steps_en.vtt
014 Demo Table setup & Complete Staging.mp4
014 Demo Table setup & Complete Staging_en.vtt
015 Demo Transform.mp4
015 Demo Transform_en.vtt
015 SQL-Transform.txt
016 Demo Load & Validate results.mp4
016 Demo Load & Validate results_en.vtt
017 Scheduling jobs.mp4
017 Scheduling jobs_en.vtt
09 - ETL tools
001 ETL tools.mp4
001 ETL tools_en.vtt
002 Choosing the right ETL tool.mp4
002 Choosing the right ETL tool_en.vtt
10 - Case Study Creating a Data Warehouse
001 Plan of attack.mp4
001 Plan of attack_en.vtt
002 Create-public-sales.txt
002 Fact-Sales-1.csv
002 Source data & table design.mp4
002 Source data & table design_en.vtt
003 Setting up the tables in database.mp4
003 Setting up the tables in database_en.vtt
004 Staging Sales Fact.mp4
004 Staging Sales Fact_en.vtt
005 Staging job & fixing problems.mp4
005 Staging job & fixing problems_en.vtt
006 Load Payment Dimension.mp4
006 Load Payment Dimension_en.vtt
007 Transform & Load Sales Fact.mp4
007 Transform & Load Sales Fact_en.vtt
007 Transform-Fact-sales.txt
008 Transform & Load job.mp4
008 Transform & Load job_en.vtt
009 Fact-Sales-2.csv
009 Final ETL job & Incremental Load.mp4
009 Final ETL job & Incremental Load_en.vtt
11 - ETL vs. ELT
001 What is an ELT.mp4
001 What is an ELT_en.vtt
002 ETL vs. ETL.mp4
002 ETL vs. ETL_en.vtt
12 - Using a Data Warehouse
001 What are the common use cases.mp4
001 What are the common use cases_en.vtt
002 Connecting the DWH to Power BI.mp4
002 Connecting the DWH to Power BI_en.vtt
13 - Optimizing a Data Warehouse
001 Using indexes.mp4
001 Using indexes_en.vtt
002 B-tree indexes.mp4
002 B-tree indexes_en.vtt
003 Bitmap indexes.mp4
003 Bitmap indexes_en.vtt
004 Guidelines for indexes.mp4
004 Guidelines for indexes_en.vtt
005 Demo Setting indexes.mp4
005 Demo Setting indexes_en.vtt
14 - The Modern Data Warehouses
001 Cloud vs. on-premise.mp4
001 Cloud vs. on-premise_en.vtt
002 Benefits cloud vs on-premise.mp4
002 Benefits cloud vs on-premise_en.vtt
003 Massive parallel processing.mp4
003 Massive parallel processing_en.vtt
004 Columnar storage.mp4
004 Columnar storage_en.vtt
15 - Bonus
001 Bonus lecture.html
Bonus Resources.txt
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