All About DSR

1. What is data

2. Data Explained with Real Life Example

3. types of data &catageries of data

4. Structured data

5. Unstructured data

6. Revision And Semi Structured Data

7. Sources of Data

8. Remaining Sources of Data and Importance of Data Collection

9. Data Explained with Further Examples

10. Ethical Consideration in Data Collection

11. MCQs

Class Activity

1. Introduction to Data Analytics(vvs)

2. Data Analytics cycle(vvs)

3. Real life example Of Data Analytics(vvs)

4. Another example Of Data Analytics(vvs)

5. Data analytics stage intro & Descriptive Analytics(vvs)

5.1 Diagnostic Analytics(vvs)

5.2 predictive Analytics(vvs)

5.3 prescreptive Analytics(vvs)

6. Real life example of Qurshi Industries(vvs)

7. Aplication of data Analytics(vvs)

8.Chapter 3 Mcqs(vvs)

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

7. Emerging trends(VVS)

8. Chapter 4 Mcqs(VVS)

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

14.Drivers of Data Governance

15.Data governance chanllenges

16.data governance best practices and implimentation stages

17.Chapter 2 overview

18.MCQS

1.Data wreahousing

2.online transaction process

3.Eaxtract,transform,load process

4.Data whaerehouse Architecture

5.Schema in data whaerhouse

6.Snowflake schema

7.Data mart

8.1Data normalization

8.2 Data normalization

8.3 Data normalization

1.intro to it system Architecture

2.1 key components of it system architecture,hardware

2.2.soft ware

2.3. network

2.4. storage

3. scalability&flexibilty

4.1. it system layyers

4.2 it system layyers

5. it system interaction & dependence

6.1 best practices for desienging it system architecture

6.2 best practices for desienging it system architecture

7.1. intro to programing language,types of language

7.2 papular language

8. key consideration for chosing programing languages

9. Emerging trends in programing languages

1. intro to ERP system

2. key components of ERP system

2.1 key components of ERP system

3. Real life Example

4.ERP implimentation

5.benefits of ERP system

6.types of ERP system

1.intro Emerging technologies And AI &ML

2.key features of AI and ML

3. Application of AI and ML

4. IOT devices

5.components of IOT

6.Application of IOT

7. Challanges in IOT

8. 5G technologies

9. Edge Computing

10. intro to AR and VR

11. key features of AR and VR

12. Benefits

13.1 Quantum computing

13.2 Quantum computing

14. Robotics process

15. Benifits of PRA

16. MCQS

intro to AI ,learning cycle

1.1 types of AI

1.2 TYPES OF AI

1.3 TYPES OF AI

1.4 TYPES OF AI

1.5 TYPES OF AI

2.1 SUB FIELD OF AI ,MACHINE LAERNING

2.2 DEEP LEARNING

2.3 NATURAL LANGUAGE PROCESSING

2.4 COMPUTER VISION ,SUMMARY OF SUBFIELD

3.1 COMMON MACHINE LEARNING, SUPERVISED LEARNING ALGORITHEM

3.2 Unsupervised learning

3.3 reenforcement leaning

4.custom machine learning off the shelf solution

5.inteligent Automation

6.Agenting AI

7.MCQS

CHATER 1 (10 JAN)

CHATER 2 (10 JAN)

CHATER 3 (10 JAN)

CHATER 4 (11 JAN)

CHATER 5 (11 JAN)

CHATER 6 (11 JAN)

1. understanding it system risk

2. what is risk managment

3.1 key components ,identifecation risk

3.2 Risk assesment

3.3 Risk mitigation and response ,four risk identifecation risk

3.4 Risk monitring

4. strategic importance of it system risk

5. incident response planing

6.1 scope of it risk

6.2 scope of it risk

7. physical risk

8.digital risk

9. human risk

10. Envoriment risk

11. third party risk

12. compliance and regulatory risk

13. technologies role in regulatory risk

14.1 the role of it security risk

14.2 the role of it security risk

1. iso 27001

2. iso 27002

3. iso 27005

4. Enterrise technologies governance & risk mangment frame work 2017

electronic transction ordinance 2002

prevention of cyber security investigation rule

prevention of eletronic crime acrt 2016

national cyber security risk ordinance 2021

insitutional frame work

cobit

ict's role risk identification

ict's role in risk mangement

ict's role in risk reporting

ict's role in mangement and mitigation

best practices for intrgration ict's into risk mangement

INTRO , KEY OBJECTIVES , IMPORTance of it general control

key components

implementing it general control

challanges in manageing it general control

9. pakistan cloud first policy

10. MCQS

1. intro cloud computing

3.famous cloud computing

8.1 Application of cloud computing

8.2 Application of cloud computing

4.3 cloud computing servies model

5.1 cloud develpment model ,public cloud

5.2 private cloud

5.3 hybrid cloud

5.4 community cloud

6. benefits of cloud computing

7. challanges in cloud computing

2. what is cloud computing

4.1 cloud computing servies model

1.1 intro block chain ,what is block chain

1.2 what is block chain

1.3 how block chain works

1.4 consenses machanisiem

1.5 nodes

1.6 HAshing

2. key components

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

8.1 .block chain and fintech synerges

8.2 . block chain and fintech synerges

9. MCQS

1. understanding digital disruption

2. drivers of digital disruption

3.1 impact of digital disruption

3.2 impact of digital disruption

4.1 integrating it and data management into business

4.2 integrating it and data management into business

5. it governance frame work

6. best practices for it governance framework

7. adecucy and improvement

8. impact od digital disruption in accounting and finance

1. foumdation of cyber security

2. Mallicious sortware

3. cybercrime cariety ,sophisticated attack ,insider and external threats

4. preventive measure

5.1 detection and monitering

5.2 detection and monitering

6. incident response

7. automated security

8. Managed security server provider

9. advance technologies in cybersecurity

10. best practices of cyber security

11. shortage of cybersecurity resources

12. Emerging cyber security