Data Vault Mastery: Modernizing Data Warehousing

سرفصل های دوره

Modernizing Data Warehousing with Data Vault 2.0 Methodology

1 - Introduction

1 - Introduction

2 - Course Outline and Key Learning Outcomes

3 - Get the Matterials.html

3 - SQL-Commands.zip

3 - SSAS.zip

3 - SSIS.zip

3 - Slide-Master-Data-Vault-Mastery-Modernizing-Data-Warehousing-for-Advanced-Analytics.pdf

2 - Data warehouse Introduction

4 - Enterprise data warehouse environment

5 - Introduction to Data Vault

6 - Data warehouse architecture

3 - Flexible scalable data warehouse architecture

7 - Struggling of data warehouse with changes

8 - Data vault 20 architecture

9 - Business rules application

10 - Staging area layer

11 - Data warehouse layer

12 - Information mart layer

13 - Extension of data vault 20 architecture Metrics Vault

14 - Business Vault

15 - Operational Vault

4 - The data vault 20 methodology

16 - Project planning

17 - Project planning Roles Duties

18 - Project planning Communication

19 - Project planning CMMI maturity model

20 - Project planning SCRUM

21 - Project planning Estimation of the project

22 - Project execution

23 - Project execution Implementation steps under agile Scrum methodology

5 - The data vault modelling

24 - The data vault modelling

25 - Data vault 10 use case requirement database diagram table structure

26 - Data vault 10 modelling

27 - Data vault 10 hub link satellite ETL load

28 - Data vault 20 definition

29 - Data vault 20 application hub application

30 - Link application Link on Link

31 - Link application Same as Link

32 - Link application Hierarchical Link

33 - Link application Computed Aggregate Link

34 - Link application Exploration Link

35 - Satellite application Overloaded Satellites

36 - Satellite application Multiactive Satellites

37 - Satellite application Status tracking Satellites

38 - Satellite application Effectively Satellites

39 - Satellite application Computed Satellites

40 - Advanced data vault modeling PointInTime tables

41 - Advanced data vault modeling Bridge tables

42 - Data vault 20 flexibility

6 - The data vault implementation

43 - Data vault 20 introduction use case implementation

44 - Data vault 20 load patterns hub link satellite ETL load

45 - Data vault 20 load patterns hash key parallel

7 - Dimensional modeling

46 - Dimensional modeling star schemas multidimension schemas dimension design

8 - Master data management MDM

47 - Master data management MDM architecture implementation steps

9 - Meta data management

48 - Meta data type

49 - Metadata capturing Source system

50 - Metadata capturing Staging

51 - Metadata capturing Metadata for loading hub entities

52 - Metadata capturing Metadata for loading link entities

53 - Metadata capturing Metadata for loading satellite entities on hubs

54 - Metadata capturing Metadata for loading satellite entities on links

55 - Metadata capturing Metadata for loading data vault to Datamart

10 - Multidimensional database MOLAP cube

56 - Multidimensional database

11 - Data warehouse platform

57 - Data warehouse data lake platform updates IBM AWS data platform

12 - Handson practices

58 - SSIS load source to Datavault to Datamart to OLAP cube

13 - Summary session

59 - Data Vault Mastery Modernizing Data Warehousing for Advanced Analytics

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تولید کننده: Udemy