Tag: Predictive Modeling
by BIG DATA BU B.Com SEP 5th Sem 2024-25 Notes
| Unit 1 [Book] | |
| Big Data, Meaning, Definition Characteristics | VIEW |
| Evolution of Data, Traditional Data to Big Data | VIEW |
| Difference Between Traditional Data and Big Data | VIEW |
| Importance of Big Data in Modern Business | VIEW |
| Role of Big Data in Decision Making | VIEW |
| Examples of Big Data in Daily Life and Business | VIEW |
| Unit 2 [Book] | |
| Types of Data, Structured Data, Semi-Structured Data, Unstructured Data | VIEW |
| Sources of Big Data, Social Media Data, Business Transactions Machine and Sensor Data Government and Public Data | VIEW |
| Internal vs External Big Data Sources | VIEW |
| Introduction to Data Storage | VIEW |
| Challenges in Managing Big Data | VIEW |
| Unit 3 [Book] | |
| Big Data Ecosystem | VIEW |
| Overview of Hadoop, Meaning and Features, Components (HDFS, Map Reduce Basic Idea Only) | VIEW |
| Introduction to Cloud Computing | VIEW |
| Role of Cloud Platforms in Big Data | VIEW |
| Difference between Traditional Catabases and Big Data Tools | VIEW |
| Business Relevance of Big Data Technologies | VIEW |
| Unit 4 [Book] | |
| Meaning of Big Data Analytics | VIEW |
| Types of Big Data Analytics, Descriptive Analytics, Predictive Analytics, Prescriptive Analytics | VIEW |
| Applications of Big Data in Marketing | VIEW |
| Applications of Big Data in Customer Analytics | VIEW |
| Applications of Big Data in Banking Retail | VIEW |
| Applications of Big Data in E-commerce | VIEW |
| Applications of Big Data in Human Resource | VIEW |
| Applications of Big Data in Management Operations | VIEW |
| Applications of Big Data in Finance | VIEW |
| Applications of Big Data in Supply Chain | VIEW |
| Simple Business Case illustrations | VIEW |
| Unit 5 [Book] | |
| Role of Big Data in Strategic and Operational Decisions | VIEW |
| Big Data and Competitive Advantage | VIEW |
| Benefits of Big Data for Business Organizations | VIEW |
| Challenges and Limitations of Big Data | VIEW |
| Data privacy and security Issues | VIEW |
| Ethical Issues in Big Data Usage | VIEW |
| Future and Scope of Big Data in Business | VIEW |