IIRF Online > Office Productivity > Oracle > Database Administration > Data Management Masterclass - The Complete Course
Data Management Masterclass - The Complete Course by Udemy
Practical Data Management Course. Learn the best practices and specifics for every Data Management subject area (CDMP)
Course Highlights
- What is Data Management from A to Z
- All the different Data Management subject areas
- Best Practices on Data Management from the Industry
- How to implement Data Management practices within your organization
Skills you will learn!
Curriculum
2 Topics
Introduction
How to get the most out of this course
3 Topics
What is Data Management
Data Management Subject Areas
[QUIZ] Data Management Basics
6 Topics
What is Data Governance
Why is Data Governance Important?
Examples of what can go wrong without Data Governance
Data Governance Core Principles
Data Governance Roles and Responsibilities
[QUIZ] Data Governance
8 Topics
What is Data Architecture
Data Architecure Example
Data Architecture Principles
Data Architecture main components
Data Architecture Frameworks
Data Architecture Best Practices
Data Architecture Roles
[QUIZ] Data Architecture
10 Topics
What is Data Modeling
Difference between Data Architecture and Data Modeling
The 3 Levels of Data Models
Conceptual Data Model
Logical Data Model
Physical Data Model
Data Modeling Process
Benefits of Data Modeling
Data Modeling Tools
[QUIZ] Data Modeling
6 Topics
What is data storage and operations
Why is data storage management important
What daily storage management actually involves
The 4 key attributes of Data Storage Management
Best Practices to keep in mind
[QUIZ] Data Storage and Operations
15 Topics
What is Data Security
Why is Data Security important
Types of Data Security
Data Security Risks Intro
Accidental Data Exposure
Phishing
Malware
Insider Threats
Password Attack
Denial-of-Service
Man-in-the-Middle (MITM)
SQL Injections
Zero-day Exploit
Best Practices for better Data Security
[QUIZ] Data Security
16 Topics
What is Data Integration
Example of Data Integration
Importance of Data Integration
Techniques for Data Integration
Manual Data Integration
Middleware Data Integration
Application Based Integration
Uniform Access Integration
Common Storage Integration (Data Warehousing)
Data Virtulization
ETL
ELT
ETL vs ELT
Data Integration Tools
Data Integration Best Practices
[QUIZ] Data Integration
7 Topics
What is Document and Content Management
Why do we need Document & Conent Management?
DMS (Document Management System)
CMS (Content Management System)
ECMS (Enterprise Content Management System)
Best Content Solutions to choose from
[QUIZ] Document and Content Management
19 Topics
What is Master Data
Example of how Master Data works
What is Reference Data
Example of Reference Data
Master Data vs Reference data - how to differentiate
Master Data Management (MDM)
Why is Master Data Management (MDM) needed/important?
How to Implement Master Data Management (MDM) - Step by Step
Step 1.1 - Master Data Management Capabilities
Step 1.2 - Master Data Management Implementation Styles
Step 1.3 - Master Data Management Domains
Step 2 - Your current data environment
Step 3 - Define your business goals
Step 4 - Secure the right sponsorship
Step 5.1 - Get the right team
Step 5.2 - Get the right tool
Step 6 - Implement a quick win
Step 7 - Implement and Monitor
[QUIZ] Master Data
11 Topics
What is Metadata
Example of Metadata
What is Metadata Management
Why do we need to manage metadata?
Types of metadata Intro
Descriptive metadata
Structural metadata
Administrative metadata
Metadata Management tools
Implementing Metadata Management
[QUIZ] Metadata
18 Topics
What is Data Quality
What is Data Quality Management
Cost of Poor Data Quality
Data Quality Dimensions
Data Accuracy
Data Validity
Data Timeliness
Data Completeness
Data Uniqueness
Data Consistency
Data Quality Improvement Process Intro
Data Quality Improvement Process 1
Data Quality Improvement Process 2
Data Quality Improvement Process 3
Data Quality Improvement Process 4
Data Quality Improvement Process 5
Data Quality Improvement Process 6
[QUIZ] Data Quality
24 Topics
What is Data Warehousing and Business Intelligence
How Data Warehousing and BI work together
Data Warehouse
Data Warehouse Components
Database vs Data Warehouse
Data Marts
Data Warehouses vs Data Lakes
What is Business Intelligence?
Business Intelligence vs Business Analytics
Applications of Business Intelligence
Examples of Business Intelligence
BI analysis categories - Descriptive Diagnostic Predictive Presriptive
Creating a Business Intelligence Strategy intro
BI Strategy Step 1 - Get Sponsorship
BI Strategy Step 2 - The BI team
BI Strategy Step 3 - Stakeholders
BI Strategy Step 4 - BI platforms and tools
BI Strategy Step 5 - Define the scope
BI Strategy Step 6 - The Roadmap
BI Strategy Step 7 - Implementation
BI and big data
The importance of self-service within Business Intelligence
Business Intelligence Tools
[QUIZ] Data Warehousing and BI
1 Topic
Practice Test
2 Topics
Thank You
Bonus Lecture
Data Management Masterclass - The Complete Course
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