Orientation

Lec 1 Introduction to word Data

Lec 2 Basic Examples of word Data

Lec 3 Qualitative Type of Data

Lec 4 Quantitative Type of Data

Lec 5 Primary source of Data

Lec 6 Secondary source of Data

Lec 7 Internal and External data

Lec 8 Overview of Topics covered

Lec 9 Structured Data and Examples

Lec 10 Uses of Structured Data

Lec 11 Unstructured Data and Examples

Lec 12 Uses of Unstructured Data

Lec 13 Semistructured Data and Examples

Lec 14 Tags Markers and XML file

Lec 15 Sentiment analysis and NLP

Lec 16 JSON and XML

Lec 17 Importance of Data Collection

Lec 18 Ethical Considerations

Lec 19 Types of Questions expected from chapter

Lec 20 MCQs Practice and discussion

Lec 1 MCQs Practice and discussion

Lec 1 Drafting practice class Question Bank Q 1 for Finance industry

Lec 2 Drafting practice class Question Bank Q 1 for Healthcare industry

Lec 3 Drafting practice class Question Bank Q 1 for Retail industry

Lec 1 Data Classification Models

Lec 1A DATA CLASSIFICATION REVISION

Lec 2 Data Security

Lec 3 Data Integrity

Lec 4 Mapping of Data Entry

Lec 5 Data Stewardship

Lec 6 Metadata Management

Lec 7 Complaince with Data Regulation

Lec 8 Emerging Technologies in Data Governance

Lec 9 Data Governance Challenges

Lec 10 Collibra Informatica and Alation

Lec 11 Key drivers to Data Change

Lec 12 Data Governance Best Practices

Lec 13 Implementation of Data Governance

Lec 14 What is Data Governance

Lec 15 Levels of Data Governance

LEC 16 DATA STORAGE

Lec 17 Summary of Chapter

Lec 1 MCQs Practice

Lec 1 Drafting practice class Question Bank

Lec 1 Overview of Chapter

Lec 2 Intro to Data Analytics

Lec 3 Data Analytics Cycle Part 1

Lec 4 Data Analytics Cycle Part 2

Lec 5 Stages of Data Analytics Overview

Lec 6 Stages of Data Analytics Explained

Lec 7 Application and Implementation of Data Analytics

Lec 8 Quick Summary of Chapter

Lec 9 Assignment Understanding on Data Cycle

Lec 11 Assignment 2 Solving on Data Cycle

Lec 12 Linking Data Stages with Data Cycle

Lec 13 Revision of Chapter 3 half

Lec 14 Revision of Chapter 3 remaining

Lec 1 MCQs Discussion

Lec 1 Drafting class Practice Question 1

Lec 2 Drafting class Practice Question 2

Lec 1 Overview of Complete Chapter

Lec 2 Features of Big Data

Lec 3 Sources of Big Data

Lec 4 Methods of Big Data Collection

Lec 5 Applications of Big Data

Lec 6 Challenges of Big Data

Lec 7 Emerging trends in Big Data

Lec 8 Big data Technologies

Lec 9 Revision of Features and Sources of Big Data

Lec 10 Revision of Collection Challenges and Application of Big Data

Lec 11 Revision of Remaining Chapter

Lec 1 MCQs practice

Lec 1 Drafting Practice

LEC 2 Assignment Discussion 1

LEC 1 DATABASE AND DATABASE MANAGEMENT SYSTEM

LEC 2 COMPONENTS OF A DBMS

LEC 3 ACID MODEL

LEC 4 ADDITIONAL FEATURES

LEC 5 TYPES OF DMBS

LEC 6 DBMS ARCHITECHTURE

LEC 7 EXTERNAL USER VIEW

LEC 8 LOGICAL VIEW

LEC 9 INTERNAL VIEW

Lec 10 Data Models in DBMS

Lec 11 Hierarchical Model

Lec 12 Network Model

Lec 13 Object Oriented Data Model

Lec 14 Types of DBMS

Lec 15 Entity Relationship Model

Chapter 5 Revision 1

Chapter 5 Revision 2

Chapter 5 Revision 3

Lec 1 MCQs practice

Lec 2 MCQs practice

Lec 1 Drafting Practice

LEC 1 DATABASE MANAGEMENT SYSTEM

LEC 2 PRIMARY KEY

LEC 3 DATABASE NORMALIZATION

LEC 4 DATA WAREHOUSING

LEC 5 OLTP

LEC 6 ETLP

LEC 7 DATA WAREHOUSE ARCHITECTURE

LEC 8 Schemas in Data Warehousing

LEC 9 GENERIC DISCUSSION ON 3 TYPES OF SCHEMAS

LEC 10 STAR SCHEMA

LEC 11 SNOWFLAKE SCHEMA

LEC 12 GALAXY SCHEMA

LEC 13 DATAMART

Revision Lec 1 Data Normalization Data Warehouse ETL Process Data Mart

Lec 1 Introduction to Risk Management and Strategic purpose for Risk Assessment

Lec 2 Key Components of Risk Management

Lec 3 IT Risk Treatment Strategies

Lec 4 Common IT Risk Categories

Lec 5 Types of IT Risk and Mitigation Strategies

Lec 6 Fundamental Security Concepts

Lec 7 Access and Identity management contols

Lec 8 Data Protection and Encryption

Lec 9 Threats Response and Monitoring

Lec 10 Advanced Security Technologies

Lec 11 Infrastructure level Security Controls

Lec 12 Policy Governance and Integration

Lec 13 Future Trends in IT Risk Management

Lec 1 Introduction to IT General Controls

Lec 3 Importance of IT General Controls

Lec 2 Objectives of IT General Controls

Lec 4 Components of IT General Controls

Lec 5 Implementing IT General Controls

Lec 6 Challenges in IT General Controls