1 What is Data

2 Types of Data

3 Categories Of Data

4 Sources Of Data

5 Ethical Considerations in Data Collection

Data Analytics

Data Analytics Cycle

Data Analytics Explained using Real Life Example

Stages of Data Analytics

Stages of Data Analytics Explained with Real Life Example

Applications and Implications of Data Analytics

MCQs

1. Big Data and Characteristics of Big Data

2. Sources of Big Data

3. Methods of Big Data Collection

4. Applications of Big Data

5. Challenges of Big Data

6. Emerging Trends in Big Data and Big Data Technologies

7. MCQS

1. Introduction to Data Governance

1.1 What is Data Governance

1.2.1 Key Components of Data Governance

1.2.2 Key Components of Data Governance

1.2.3 Key Components of Data Governance

1.2.4 Key Components of Data Governance

1.3 Levels of Data Governance

2. Data Classification

3. Data Storage

4. Data Integrity

5. Data Security

6. Data Stewardship

7. Metadata Management

8. Compliance with Data Regulations

9. Emerging Technologies In Data Governance

9.1 Key Terminologies

10. Drivers for Data Governance

11. Data Governance Challenges

12. Data Governance Best Practices and Implementation Strategies

1. Introduction to DBMS

2. Components of a DBMS

3. Database Characteristics

4. DBMS Architucture

5. Types of Data Independence

6. Data Models and Entity Relationship Model

6.1 Entity Relationship Model (Cont)

7. Types of DataBase Management Systems

7.1 Types of DBMS (Cont)

7.2 Types of DBMS (Cont)

8. Comparison of DBMS Types

CH 5 MCQS

1. Data Warehousing

2. Online Transaction Processing System

3. OLTP v Data Warehousing

4. ETL Process

5. Data Warehouse Architecture

6. Schemas in Data Warehousing

7. Data Marts

8. Database Normalization

1. Key Components of Information System Architecture

2. IT System Layers

3. IT Systems Interactions and Dependencies

4. Scalability and Flexibility in IT Systems

5. Introduction to Programming Languages

5.1 Introduction to Programming Languages

5.2 Introduction to Programming Languages

6. Best Practices for Designing IT System Architecture

1. Introduction to ERP

2. Key Components of an ERP System

3. Real Life Example

4. ERP Implementation Cycle

5. Benefits of ERP System

6. types of ERP Systems

7. Key Considerations when choosing an ERP Systems

8. Challenges in Implemenmting ERP Systems

9. ERP in Industry

1. Ai And Ml

2.1 IOT

2.2 IOT

3. Blockchain Technology

4. 5G Technology

5. AR and VR

6. Quantum Computing

7. Edge Computing

8. RPA

8.1 RPA

Test 1 chapter 1

Solution of Test 1

Test 2 chapter 3

Solution of Test 2

Test 3 chapter 4

Solution of Test 3

Test 4 chapter 2

Solution of Test 4 chapter 2

Test 5 chapter 5

Solution of Test 5

Test 6 chapter 6

Solution of Test 6

Test 7 chapter 7

Solution of Test 7

CAF 03 DSR By Sir Ali Imran Live Session 1

CAF 03 DSR By Sir Ali Imran Live Session 2