List of Few Popular Courses under the programmes – B.Sc. Data Science & M.Sc. Data Science

List of Few Popular Courses


 

B.Sc. Data Science:

  • ✧ Calculus for Data Science
  • ✧ Linear Algebra
  • ✧ Probability and Distribution Theory
  • ✧ Statistics for Data Science
  • ✧ Stochastic Processes And Its Applications
  • ✧ Statistical Methods For Bio-Informatics
  • ✧ Optimization Methods in Data Science
  • ✧ Transforms and Applications
  • ✧ Differential Equations
  • ✧ Numerical Methods for Data Science
  • ✧ Discrete Mathematics and Its Applications

  • ✧ Problem Solving through Programming in C
  • ✧ Data Structures
  • ✧ Python Programming
  • ✧ Object Oriented Programming
  • ✧ Excel and R for Data Analysis
  • ✧ Web Technologies

  • ✧ Predictive Analytics
  • ✧ Introduction to Data Mining
  • ✧ Introduction to Machine Learning
  • ✧ Cloud Computing
  • ✧ Fundamentals of Business Analytics

  • ✧ Internship/CO-OP/Design Project/Entrepreneurship
  • ✧ Fundamentals of Business Analytics
  • ✧ Soft Skills
  • ✧ Foreign Languages
  • ✧ Introduction to Computational Biology

 

M.Sc. Data Science:

  • ✧ Linear Algebra and Opmization
  • ✧ Programming and Data Structures with Python
  • ✧ Statistical Inference
  • ✧ Fundamentals of Data Science
  • ✧ Technical and Research Writing

  • ✧ Database Essentials for Data Science
  • ✧ Regression Analysis and Predictive Models
  • ✧ Time series analysis and Forecasting
  • ✧ Multivariate Data Analysis
  • ✧ Data Warehousing and Data Mining
  • ✧ Machine Learning

  • ✧ Artificial Intelligence
  • ✧ Deep Learning
  • ✧Stochastic Process and Applications
  • ✧ Statistical Quality Control
  • ✧ Actuarial statistics
  • ✧ Data Visualization
  • ✧ Information Retrieval
  • ✧ Reinforcement Learning
  • ✧ Big Data and Analytics
  • ✧ Healthcare Analytics
  • ✧ Cloud Computing
  • ✧ Data Privacy and Security
  • ✧ Natural Language Processing
  • ✧ Social Network Data Analytics
  • ✧ Bayesian Data Analysis

  • ✧ Internship/CO-OP/Design Project/Entrepreneurship
  • ✧ Conference Paper Presentation
  • ✧ Advanced Soft Skills
  • ✧ Foreign Languages