University of Mumbai Semester 8 (BE Fourth Year) Big Data Analytics Syllabus - Free PDF Download
University of Mumbai Syllabus 2025-26 Semester 8 (BE Fourth Year): The University of Mumbai Semester 8 (BE Fourth Year) Big Data Analytics Syllabus for the examination year 2025-26 has been released by the , University of Mumbai. The board will hold the final examination at the end of the year following the annual assessment scheme, which has led to the release of the syllabus. The 2025-26 University of Mumbai Semester 8 (BE Fourth Year) Big Data Analytics Board Exam will entirely be based on the most recent syllabus. Therefore, students must thoroughly understand the new University of Mumbai syllabus to prepare for their annual exam properly.
The detailed University of Mumbai Semester 8 (BE Fourth Year) Big Data Analytics Syllabus for 2025-26 is below.
University of Mumbai Semester 8 (BE Fourth Year) Big Data Analytics Revised Syllabus
University of Mumbai Semester 8 (BE Fourth Year) Big Data Analytics Course Structure 2025-26 With Marking Scheme
| # | Unit/Topic | Weightage |
|---|---|---|
| 1 | Introduction to Big Data | |
| 2 | Introduction to Hadoop | |
| 3 | NoSQL | |
| 4 | MapReduce and the New Software Stack | |
| 4.01 | Distributed File Systems | |
| 4.02 | MapReduce | |
| 4.03 | Algorithms Using MapReduce | |
| 5 | Finding Similar Items | |
| 6 | Mining Data Streams | |
| 6.01 | The Stream Data Model | |
| 6.02 | Sampling Data in a Stream | |
| 6.03 | Filtering Streams | |
| 6.04 | Counting Distinct Elements in a Stream | |
| 6.05 | Counting Ones in a Window | |
| 7 | Link Analysis | |
| 8 | Frequent Itemsets | |
| 8.01 | Handling Larger Datasets in Main Memory | |
| 8.02 | The Son Algorithm and MapReduce | |
| 8.03 | Counting Frequent Items in a Stream | |
| 9 | Clustering | |
| 10 | Recommendation Systems | |
| 11 | Mining Social-Network Graphs | |
| Total | - |
