0. Introduction To Data

0.1. Case Study And Discussion

1. Types Of Data

2. Categories Of Data

3. Sources Of Data

3.1. Case Study

4. Importance Of Data Collection

4.1. Case Study

5. Ethical Considerations

Class Activity

Chapter 1 Mcqs

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1.intro Data governance

2.Key objectives of data governance

3.1 key components of data governance

3.2 key components of data governance

3.3 key components of data governance

3.4 key components of data governance

4.1 level of data governance

4.2 level of data governance

4.3 level of data governance

5. Common data clasifaciation

6. data classification frame work

7. Data storage

8.Emerging trends

9.Data integrity

10. data security

11. Complince and stewerd ship

12. Meta data

13.Emerging Technologies in Data Governance

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0. Introduction To Data Analytics

1. Data Analytics Cycle

1.1. Case Study

2. Data Analytics Stages

2.1. Case Study

3. Applications Of Data Analytics

4. Implications Of Data Anaytics

5. Mcqs

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1. Big Data intro(VVS)

2. Charactersitcs of big data(VVS)

3. Sources of big data(VVS)

4.Method of big data

5.Application of big data

6.Challanges of big data

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1.0. Basic Understanding

1.1. Basic Understanding

1.2. Introduction & Components Of Dbms

2.1. Acid Model Atomicity

2.2. Acid Model Consistency

2.3. Acid Model Isolation

2.4. Acid Model Durability

3. Additional Characteristics

4. Types Of Data Independence

5.1. Dbms Architecture Concept

5.2. Dbms Architecture

1.0. Data Normalization

1.1. First Normal Form

1.2. Second Normal Form

1.3. Third Normal Form

2. Data Warehousing

3.0. Oltp & Olap

3.1. Key Characteristics, Example, Advantages, Challenges Of Oltp

3.2. Example Of Olap & Oltp

4. Etl

5. Data Mart

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0.1. Introduction To Information System

1. Key Components Of It System Architecture (P1)

1. Key Components Of It System Architecture (P2)

2. It System Interactions & Dependencies

3. Scaleability And Flexibility (P1)

3. Scaleability And Flexibility (P2)

4. Best Practices For Designing It System (P1)

4. Best Practices For Designing It System (P2)

4. Best Practices For Designing It System (P3)

5. Latest Trends In It System Architecture

6.1. Types Of Programming Languages

6.2. Popular Programming Languages

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0.1. Introduction To Erp

0.2. Introduction To Erp

1.1. Key Components Of Erp System

1.2. Key Components Of Erp System

2. Erp Impimentation Cycle

3. Benefits Of Erp System

4. Types Of Erp System

5. Key Considerations When Choosing An Erp System

6. Challenges Of Erp System

7. ERP In Context Of Industry

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1.0. Ai & Ml Basic Understanding

1.1. Ai & Ml Basic Understanding

1.2. Ai & Ml Introduction

1.3. Ai & Ml Key Features

1.4. Ai & Ml Applications

2.0. Iot Devices Basic Understanding

2.1. Iot Devices Basic Understanding

2.2. Iot Devices Key Features

2.3. Iot Devices Challenges

2.4. Iot Devices Components & Applications

4. 5G Technology

5.0. Ar & Vr Basic Understanding

5.1. Ar & Vr

6.1 Quantum computing

6.2 Quantum computing

7. Edge Computing

8.0. Robotics process

8.1. Benifits of RPA

9. MCQS

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1.0. Artificial Intelligence

1.1. AI Learning Cycle

1.2. Types of AI

1.3.1. Algorithums Used in AI_Neural Networks

1.3.2. Algorithums Used in AI_GANS

1.3.3. Algorithums Used in AI_VAEs

1.3.4. Algorithums Used in AI_Transformer Models

2.0. Agenting AI and Its Key Features

2.1. Types of Agenting AI

2.2. Applications of Agenting AI

2.3. Benefits of Agenting AI & MCQs

Revision Part 1

Revision Part 2

1.0. What Is Cloud Computing

1.1. Key Characteristics Of Cloud Computing

2. Famous Cloud Providers

3.0. Cloud Computing Service Models

3.1. Iaas, Paas, Saas

4.0. Cloud Deployment Models C.S

4.1. Cloud Deplyment Models

5. Benefits Of Cloud Computing

6. Challenges Of Cloud Computing

7. Applications Of Cloud Computing

8. Pakistan First Cloud Policy

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1.0. Understanding Blockchain

1.1. Key Features And Key Components Of Blockchain

1.2. Key Features And Key Components Of Blockchain

1.3. Types Of Blockchain

2. Dtl

3.1.0. Key Areas Of Fintech Digital Payments.

3.1.1. Key Areas Of Fintech Lending & Credit, Wealth Management

3.1.2. Key Areas Of Fintech Insurance, Regtech

3.2. Key Benefits Of Fintech

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1.0.0. Concept Of Digital Disruption

1.0.1. Understanding Digital Disruption

1.1. Drivers Of Digital Disruption

2.1. Impact Of Digital Disruption On Businesses Operational Efficiency

2.2. Impact Of Digi Disruption to Supply Chain Trans

2.3. Impact Of Digital Disruption to Competitive Landscape N Market Dynamics

3.1. Integrating It & Data Management to The Strategic Role Of It And Data Manag.

3.2. Integrating It & Data Management Into Busniess Strategy N Aligning It With Business Goals

3.3. Integrating It & Data Management Into Busniess Strategy Data As A Strategic Asset

4. It Governance Framework & Best Practices

5. Adequacy & Improvement Of Ict Processes & Controls

6. Impact Of Digital Disruption On Accounting & Finance Profession

REVISION Part 1

REVISION Part 2

REVISION Part 3

1. Understanding Risk P 1

1. Understanding Risk P 2

1. Understanding Risk P 3

2.1. Risk Identification

2.2. Risk Assessment

2.3. Risk Mitigation And Response Strategies

2.4. Risk Monitoring

2.5. Incident Response Planning

2.6. Scope Of It Risk Management

3.1. Types Of Risks & Mitigation Strategies Physical Risk

3.2. Types Of Risks & Mitigation Strategies Digital Risk

3.3. Types Of Risks & Mitigation Strategies Human Risk

3.4. Types Of Risks & Mitigation Strategies Environmental Risk

3.5. Types Of Risks & Mitigation Strategies Third Party Risk

3.6. Types Of Risks & Mitigation Strategies Compliance & Regulatory Risk

4. Role Of It Security P 1

4. Role Of It Security P 2

4. Role Of It Security P 3

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INTRO , KEY OBJECTIVES , IMPORTance of it general control

key components

implementing it general control

challanges in manageing it general control

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ict's role in risk mangement

ict's role risk identification

ict's role in risk reporting

ict's role in mangement and mitigation

best practices for intrgration ict's into risk mangement

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Chapter 01

Chapter 02

Chapter 03

Chapter 04

Chapter 05

Chapter 06 Part 1

Chapter 06 Part 2

Chapter 07

Chapter 08

Chapter 09

Chapter 10

Chapter 11

Chapter 12

chapter 13

Risk Portion Of Chapter 14_17

Control Portion Of Chapter 14_17

Risk Case Study 1

Risk Case Study 2

Risk Master Class

Risk Cs Level 1

Risk CS Level 3

Risk CS Level 5

Past Paper Discussion