M.Sc Big Data Analytics Syllabus and Subjects:

The syllabus followed in the curriculum of the M.Sc Big Data Analytics is listed below:

M.Sc Big Data Analytics Syllabus
Semester I
SI No Syllabus
1 Data Warehousing & Data Mining
2 Parallel And Distributed Computing
3 Big Data Architecture Ecosystem
4 Python Programing
5 Lab on Python
6 Lab on Hadoop
7 Philosophy of Science and Spirituality

 

M.Sc Big Data Analytics Syllabus
Semester II
SI No Syllabus
1 R Programming
2 Distributed Processing of Data using Hadoop Map Reduce, Pig & Hive
3 Operation Research
4 Next Generation Databases
5 Lab on R Programming
6 Lab on Hadoop and Databases
7 Humanities, Ethical, Moral and Social Sciences

 

M.Sc Big Data Analytics Syllabus
Semester III
SI No Syllabus
1 Statistical Computing
2 Information Security
3 Big Data – Apache Spark
4 Machine Learning Algorithm-I
5 Lab on Statistical Computing
6 Lab on Machine Learning Algorithms – I
7 Creativity and Innovation

 

M.Sc Big Data Analytics Syllabus
Semester IV
SI No Syllabus
1 Principles Of Deep Learning
2 Machine Learning Algorithm-II
3 Data Science life cycle
4 Lab on Machine Learning Algorithms II
5 Lab Data Science life cycle
6 Customer Relationship And Management Analytics
7 Introduction to image processing
8 Internet Of Things

M.Sc Big Data Analytics subjects: 

The subjects that are included in the curriculum of M.Sc Data Analytics course is listed below:

M.Sc Big Data Analytics Subjects
Semester I
SI No Subjects
1 Introduction to Computer Hardware
2 System Software Concepts
3 Fundamentals of Programming
4 Object-Oriented Programming using C++
5 Introduction to Relational DBMS
6 Introduction to User Interface Design Concepts
7 Project Work

 

M.Sc Big Data Analytics Subjects 
Semester II
SI No Subjects
1 Statistics for Data Science
2 Big Data Technology & Computing
3 Advanced Spreadsheet Analysis and Programming in R
4 Algorithms for Advanced Data Analytics
5 Data Science and Statistical Analysis Lab
6 Data Warehouse and Data Mining
7 Advanced Algorithms and Data Mining using R Lab

 

M.Sc Big Data Analytics Course
Semester III
SI No Subjects
1 Multivariate Techniques for Data Analytics
2 Big Data and Internet of Things
3 Modeling, Simulation, and Data Science
4 Time Series Analysis and Forecasting
5 Real-Time Data Analytics with Streaming Data
6 Big Data Analytics with Scala and Spark
7 Big Data Visualization using Tableau
8 Technical Writing & Paper Presentation

 

M.Sc Big Data Analytics Subjects 
Semester IV
SI No Subjects
1 Project Work, Industry Internship

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