Mô tả


This course describes how to implement a data warehouse solution.
students will learn how to create a data warehouse with Microsoft SQL Server 2014, implement ETL with SQL Server Integration Services, and validate and cleanse data with SQL Server Data Quality Services and SQL Server Master Data Services.

Target Audience:

=>This course is intended for database professionals
 who need to create and support a data warehousing solution. Primary responsibilities include:
••Implementing a data warehouse.
••Developing SSIS packages for data extraction, transformation, and loading.
••Enforcing data integrity by using Master Data Services.
••Cleansing data by using Data Quality Services.


Prerequisites :

Experience of working with relational databases, including:
Designing a normalized database.
Creating tables and relationships.
Querying with Transact-SQL.
Some exposure to basic programming constructs (such as looping and branching).
An awareness of key business priorities such as revenue, profitability, and financial accounting is desirable.


Students will learn how to :

••Deploy and Configure SSIS packages.
••Download and installing SQL Server 2014
••Download and attaching Adventureworks2014 database
••Download and installing SSDT
••Download and installing Visual studio
••Describe data warehouse concepts and architecture considerations.
••Select an appropriate hardware platform for a data warehouse.
••Design and implement a data warehouse.
••Implement Data Flow in an SSIS Package.
••Implement Control Flow in an SSIS Package.
••Debug and Troubleshoot SSIS packages.
••Implement an ETL solution that supports incremental data extraction.
••Implement an ETL solution that supports incremental data loading.
••Implement data cleansing by using Microsoft Data Quality Services.
••Implement Master Data Services to enforce data integrity.
••Extend SSIS with custom scripts and components.
••Databases vs. Data warehouses
••Choose between star and snowflake design schemas
••Explore source data
••Implement data flow
••Debug an SSIS package
••Extract and load modified data
••Enforce data quality
••Consume data in a data warehouse


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13 sections

Getting Started

2 lectures
Introduction
02:34
Please Read
00:15

SQL Server 2019 Setup

12 lectures
What is SQL Server
02:57
SQL Server 2019 Hardware | Software Installation Requirements
04:21
SQL Server Editions
04:45
Download SQL Server 2019 developer edition
04:31
Installing SQL Server Developer Edition 2019
09:43
Installing SQL Server Management Studio
05:48
Connecting to SQL Server
07:46
Installing adventureworks 2016 database
06:28
Installing AdventureworksDW 2016 database
05:49
Testing Adventure Works installation
01:46
Enable SQL Server Agent
02:33
Database settings for data warehouse implementation
06:38

Setup for visual studio 2019 | SSIS |SSRS|SSAS

5 lectures
What is Visual Studio
04:32
Minimum Installation Requirements for visual studio 2019
04:27
Installing Visual Studio
08:15
Installing SQL Server Data Tools (SSDT)
04:09
Installing Designers for SSIS,SSAS,SSRS
06:21

Introduction to Data Warehousing

4 lectures
What is a data warehouse ?
03:06
What is ETL ?
02:27
DW vs EDW
01:54
Databases vs Data Warehouse
03:15

Data Warehouse Hardware

2 lectures
Hardware considerations
10:42
FTDW Sizing Tool
03:56

Designing a Data Warehouse

4 lectures
Logical Design for a data warehouse
04:14
Physical design for a data warehouse part 1
09:55
Physical design for a data warehouse part 2
11:42
Designing Dimension Tables
10:14

Big Data Concepts

4 lectures
What is big Data
02:43
What is High Volume Dta
03:03
What is High Variety Data
03:22
What is High Velocity Data
03:10

Creating ETL solution with SSIS

8 lectures
Creating a new SSIS Project with Visual studio 2019
01:41
Introduction to ETL with SSIS
02:41
Exploring source data - Part 1
08:41
Exploring source data - Part 2
04:36
Introduction to Control Flow - Part 1
09:55
Introduction to Control Flow - Part 2
08:21
Implementing data flow - part 1
09:44
Implementing data flow - part 2
09:32

Debugging and Troubleshooting SSIS Packages

4 lectures
Debugging SSIS package Part 1
07:20
Debugging SSIS package Part 2
06:53
Logging SSIS package events
10:18
Handling errors in an SSIS Package
08:00

Implementing an Incremental ETL Process

8 lectures
Introduction to incremental ETL
05:36
Extracting modified data Part 1
04:53
Extracting modified data 2
07:47
Extracting modified data 3
05:28
Extracting modified data 4
07:19
Loading modified data Part 1
07:31
Loading modified data Part 2
07:25
Working with other slowly changing dimensions
07:38

Deploying and Configuring SSIS

4 lectures
Integration Services Catalogs
08:19
Deploying SSIS Solutions
11:52
Executing a package with SQL Server agent
10:58
Configuring advanced SSIS settings
05:19

Enforcing Data Quality

6 lectures
Installing Data Quality Services for SQL Server2019
12:05
Installing Data Quality Services
06:57
Cleansing Data with Data Quality Services
11:27
Using Data Quality Services to find duplicate data -Part 1
11:11
Using Data Quality Services to find duplicate data -Part 2
09:07
Using Data Quality Services in an SSIS Data flow
09:34

Consuming Data in a Data Warehouse

8 lectures
Introduction to Business Intelligence
04:15
How to create SSRS Report with visual studio 2019
01:56
Using Reporting Services with Data Warehouse - Part 1
08:12
Using Reporting Services with Data Warehouse - Part 2
07:00
Creating a new SSAS Project with visual studio 2019
01:36
Introduction to data analysis with SSAS - Part 1
09:27
Introduction to data analysis with SSAS - Part 2
05:13
Thank You
00:09

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