1 What is Data

2 Types of Data

3 Categories Of Data

4 Sources Of Data

5 Ethical Considerations in Data Collection

Test 1 chapter 1

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

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

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

1. Introduction to DBMS

2. Components of a DBMS

3. Database Characteristics

4. DBMS Architucture

5. Types of Data Independence

1. Data Warehousing

2. Online Transaction Processing System

3. OLTP v Data Warehousing

4. ETL Process

7. Data Marts

8. Database Normalization

1. Key Components of Information System Architecture

3. IT Systems Interactions and Dependencies

4. Scalability and Flexibility in IT Systems

5. Introduction to Programming Languages

5.1 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

1. AI

1.1 GANs & VAEs

1.2 Transformer Model & RNNs and LSTM

1.3 Neural Networks

2. Agenting AI

1. What is Cloud Computing

2 Famous Cloud Providers

3. Cloud Computing Services Models

4. Cloud Deployment models

5. Benefits of Cloud computing

6. Challenges

7. Applications of Cloud Computing

8. Pakistan First Cloud Policy

1. What is Blockchain

1.1 Key Features of Blockchain

1.2 Key Components of Blockchain

3. broadcast to network , block creation , chain program

4. use block chain

5. distributed leadger technologies

6.1 fintech

6.2 key areas fintech

6.3. key Areas fintech

7. benefits of fintech

1. Understanding Digital Disruption

1.1 Drivers of Digital Disruption

2. Impact of Digital Disruption on Business

3. Integrating IT

4. IT Governance

5. Adequacy and Effectiveness

6. Impact of Digital Disruption on Accounting and Finance Profession

1. understanding risk

3.2 Risk Assesment

2. what is risk managment

3.1 key components ,identification risk

3.3 risk mitigation and resposr ,four risk treatment option

3.4 risk monitring

4. strategic importance of it risk management

5. insedent response planing

6.1scope of it system risk

6.2 scope of it system risk

7. physical risk

8. digital risk

9. human risk

10. Enviroment risk

11. third party risk

12. compliance and regulatory risk

13. technologies role in regulatory risk ,summary

14.1 the role of it security

14.2 the role of it security risk

1.1 foundation of cyber security

1.2 foundation of cyber security and mallicious software

2. cyber crime variety

3. sophisticated Attack

4. insider and external threats

5. preventive measure

6. shortage of cybersecurity resource and organization strategies

7 Detection And Monitoring

8. incedent response

9. automated security

10. managed security providers

11. Emerging cybersecurity risk,AI RISK

12. IOT RISK

13. CLOUD COMPUTING RISK

14. ADVANCE TECHNOLOGIES IN CYBERSECURITY RISK

15. BEST practices in cybersecurity risk

intro ,key objectives ,importance to it genral control

key components

implementing it general control

challanges in management it general control

1. ict s role in risk management

best practices for integration ict into risk managemnt

ict s role in mangement and mitigation

ict s role in risk identifecation

ict s role in risk repoting

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

Solution of Test 8

Test 8 chapter 9

Grand Test

Solution of Grand Test

Chunk 1

Chunk 2

Chunk 3

CAF 03 Data System and Risks by Sir Ali Imran 1

chapter 1

chapter 2

chapter 3

chapter 4

chapter 5

chapter 6