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BUS611: Data Management
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Course Introduction
Course Syllabus
Unit 1: Introduction to Data Management
1.1: Data Management
Data and Databases
1.1.1: Data Lifecycle Management
Research Data Management 101
1.1.2: Value within Data Management
Data Governance
1.1.3: Research Data
Managing Research Data
Basics of Research Data Management
1.2: Data Management Plans
Data Management Planning
Data Management Plans
1.3: Data Management Careers
The Evolving Role of the Data Architect
1.3.1: Data Consultant
Data Consultants and Architects
1.3.2: Operations Analyst
Operations Analysts
1.3.3: IT Systems Analyst
IT Systems Analysts
1.3.4: Database Administrator
Database Administrator
Study Guide: Unit 1
Study Guide: Unit 1
Unit 1 Assessment
Unit 1 Assessment
Unit 2: Understanding Databases and DBMSes
2.1.1: Database Design and terms
Database Systems Concepts
2.1.2: Database Software
Characteristics and Benefits of a Database
2.1.3: Data Administration
O*NET Online Summary Report for Database Administrators.
2.2.1: The Essentials
Introduction to Database Management System (DBMS)
2.2.2: How Organizations Use DBMS
Combining Data Management with Organizational Change
Study Guide: Unit 2
Study Guide: Unit 2
Unit 2 Assessment
Unit 2 Assessment
Unit 3: Data Models
3.1: Types of Data Models
Data Modeling
Types of Data Models
Data Modeling and Metadata Management
3.1.1: Conceptual Models
Data Modelling
3.1.2: Logical Models
Types of Data Models
3.1.3: Physical Models
Physical Data Models
3.2: Data Model Advantages and Disadvantages
Lessons in Data Modeling
What are the Advantages of a Relationship Model?
3.3: The Enhanced E-R Model and Business Rules
The Entity-Relationship Model
Business Rules
3.3.1: Supertypes and Subtypes
The Enhanced Entity-Relationship Model
3.3.2: How Business Rules are Used
Integrity Rules and Constraints
3.4: Database Security
Database Security
Study Guide: Unit 3
Study Guide: Unit 3
Unit 3 Assessment
Unit 3 Assessment
Unit 4: Big Data Processing and Cloud Computing
4.1: Big Data
Introduction to Big Data
4.1.1: Big Data Storage
Infrastructure for Big Data
4.1.2: Big Data Analytics
Big Data Analytics
4.1.3: Challenges of Big Data
Big Data Opportunities and Challenges
Big Data and Industrial Research in Healthcare
4.2: Cloud-Based Services
Strategic Provision of Cloud Computing Services
4.2.1: Cloud-Based Organizations
Cloud Computing and Business Expectations
4.2.2: Disaster Recovery
Disaster Recovery in Cloud Computing
4.2.3: Challenges of Cloud Computing
Compliance and Risk in a Cloud Environment
Study Guide: Unit 4
Study Guide: Unit 4
Unit 4 Assessment
Unit 4 Assessment
Unit 5: Introduction to SQL
5.1: SQL
SQL for Beginners
More on SQL
5.1.1: Functions
Practical SQL Functions
5.1.2: Queries
Data Manipulation Language
Aggregate Functions and Views in SQL
5.1.3: MySQL
Essential MySQL Features
Reporting and Analysis in SQL
5.1.4: Clauses and Operators
Reporting and Analysis in SQL
Study Guide: Unit 5
Study Guide: Unit 5
Unit 5 Assessment
Unit 5 Assessment
Unit 6: Data on the Internet
6.1: Web Data
Getting Data From The Web
Google Pay API Explained
Python Web Scraper Tutorial
6.1.1: Approaches to Web Data Abstraction
Data Abstraction
Research and Data Reusability
6.1.2: Applications of Data Abstraction
Architecting the Future with Abstractions and Metadata
6.1.3: Web Crawling
What is Web Crawler?
6.1.4: Legal Issues
How Open is Open Data Produced by the U.S. Government?
Study Guide: Unit 6
Study Guide: Unit 6
Unit 6 Assessment
Unit 6 Assessment
Unit 7: Data Sharing
7.1: Data Sharing
What is Data Sharing?
What are the benefits of sharing data?
7.1.1: Advantages and Disadvantages
Better Data Sharing Rules
Interoperability and Data Sharing
7.2: Data Sharing Challenges
Equitable Design
7.2.1: Institutions and Publishers
From Data Sharing to Data Publishing
Study Guide: Unit 7
Study Guide: Unit 7
Unit 7 Assessment
Unit 7 Assessment
Unit 8: Data Warehousing and Data-Driven Systems
8.1: Data-Driven Decisions
Data-Driven Decisions
Principles for Digital Development
8.1.1: KPIs and How They Relate to Business
The Role of Sustainability KPIs in Implementing Sustainable Strategies
8.2.1: Types of Data Warehousing
Data Warehousing and Data Mining
Data Warehouse Architecture and Schemas
8.2.2: How Data Mining Works
Data Mining Techniques in Analyzing Process
Study Guide: Unit 8
Study Guide: Unit 8
Unit 8 Assessment
Unit 8 Assessment
Study Guide
BUS611 Study Guide
Course Feedback Survey
Course Feedback Survey
Final Exam
BUS611: Certificate Final Exam
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BUS611: Data Management
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Course Syllabus
Data and Databases
Research Data Management 101
Data Governance
Managing Research Data
Basics of Research Data Management
Data Management Planning
Data Management Plans
The Evolving Role of the Data Architect
Data Consultants and Architects
Operations Analysts
IT Systems Analysts
Database Administrator
Study Guide: Unit 1
Unit 1 Assessment
Database Systems Concepts
Characteristics and Benefits of a Database
O*NET Online Summary Report for Database Administrators.
Introduction to Database Management System (DBMS)
Combining Data Management with Organizational Change
Study Guide: Unit 2
Unit 2 Assessment
Data Modeling
Types of Data Models
Data Modeling and Metadata Management
Data Modelling
Types of Data Models
Physical Data Models
Lessons in Data Modeling
What are the Advantages of a Relationship Model?
The Entity-Relationship Model
Business Rules
The Enhanced Entity-Relationship Model
Integrity Rules and Constraints
Database Security
Study Guide: Unit 3
Unit 3 Assessment
Introduction to Big Data
Infrastructure for Big Data
Big Data Analytics
Big Data Opportunities and Challenges
Big Data and Industrial Research in Healthcare
Strategic Provision of Cloud Computing Services
Cloud Computing and Business Expectations
Disaster Recovery in Cloud Computing
Compliance and Risk in a Cloud Environment
Study Guide: Unit 4
Unit 4 Assessment
SQL for Beginners
More on SQL
Practical SQL Functions
Data Manipulation Language
Aggregate Functions and Views in SQL
Essential MySQL Features
Reporting and Analysis in SQL
Reporting and Analysis in SQL
Study Guide: Unit 5
Unit 5 Assessment
Getting Data From The Web
Google Pay API Explained
Python Web Scraper Tutorial
Data Abstraction
Research and Data Reusability
Architecting the Future with Abstractions and Metadata
What is Web Crawler?
How Open is Open Data Produced by the U.S. Government?
Study Guide: Unit 6
Unit 6 Assessment
What is Data Sharing?
What are the benefits of sharing data?
Better Data Sharing Rules
Interoperability and Data Sharing
Equitable Design
From Data Sharing to Data Publishing
Study Guide: Unit 7
Unit 7 Assessment
Data-Driven Decisions
Principles for Digital Development
The Role of Sustainability KPIs in Implementing Sustainable Strategies
Data Warehousing and Data Mining
Data Warehouse Architecture and Schemas
Data Mining Techniques in Analyzing Process
Study Guide: Unit 8
Unit 8 Assessment
BUS611 Study Guide
BUS611: Certificate Final Exam
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