Course Curriculum
Master of Science –Big Data Analytics Advanced Course for Data Scientist
Campus Connect – Foundations of IT- July Month I SEMESTER
II SEMESTER III SEMESTER
IV SEMESTER
FIT 1 P 591.1
P 592.1
P 593.1
P 594.1
P 595.1
P 596.1
P 597.1
FIT 2
FIT 3
FIT 4
FIT 5
FIT 6
FIT 7
FIT 8
P 591.2
P 591.4
P 591.3
P 592.2 P 592.3
P 593.2 P 593.3
P 593.2 P 593.3
P 593.2 P 593.3
P 595.2 P 595.3
P 594.2 P 594.3
P 594.2 P 594.3
P 594.2 P 594.3
P 596.2 P 596.3
P 597.2 P 597.3
---- ----
----
Multivariate Techniques for Data Analytics
Project Work / Industry Internship / Research work at R& D Labs
Web Intelligent Analytics using Ontology & Semantic Web
Machine Learning and Deep Learning Algorithms Big Data and Internet of Things
Probability and Stochastic Process Models Modeling, Simulation and Data Science
Enterprise Cloud Computing for Big data Real Time Data Analytics with Streaming Data
Programming with Python for Big data Analytics Big Data Analytics with Scala and Spark
Statistical Data Analysis using R Big Data For Systems Thinking
Predictive Modeling and Marketing Analytics Time Series Analysis and Forecasting
Blockchain Technology with Ethereum Social Media & Network Analytics
Big Data : No SQL, Map Reduce with Hadoop Big Data Visualization using Tableau
Machine Learning and Data Analytics Lab
Internet of Things and Web Intelligent Analytics Lab
Data Science / Big data Framework /Big Data Technology Lab –I
Data Science / Big data Framework /Big Data Technology Lab - II
Technical Writing and Paper Presentation Technical Writing & Paper Presentation
Introduction to Computer Hardware Statistics for Data Science
System Software Concepts Big Data Technology & Computing
Fundamentals of Programming Advanced Spreadsheet Analysis and Programming in R
Object Oriented Programming using C++ Algorithms for Advanced Data Analytics
Introduction to Relational DBMS Data Science and Statistical Analysis Lab
Introduction to User Interface Design Concepts Data Warehouse and Data Mining
Project Work – Campus Connect Portal Advanced Algorithms and Data Mining using R Lab
Soft Skills Technical Writing & Presentation
Advanced Data Science Stream Advanced Data Science Stream
Big Data Framework Stream Big Data Framework Stream
Big Data Technology Stream Big Data Technology Stream
Open Elective O�ered Open Elective O�ered