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

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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