Course Content
Core Courses
- Advanced Data Analysis
- Design and Analysis of Algorithms
- Applied Machine Learning
- Statistical Programming using R
- Regression Analysis
- Software Engineering
- Data Mining
- Time Series
- Big Data Analytics
- Advanced Machine Learning
- Calculus I A
- Linear Algebra
- Programming Language (C)
- Introduction to Intelligence Application
- Calculus II B
- Data Structures
- Python and Tensorflow Programming Language
- Principles of Artificial Intelligence
- Database
- Statistics
- Introduction to Data Science
- Probability Theory
Major Elective
- Principles of Operating Systems
- Computer Architecture
- Computer Networks and Communication
- Methods and Applications of Deep Learning
- Object-Oriented Programming-Java
- Introduction to Cloud Computing
- Bayesian Statistics
- Natural Language Processing
- Statistical Learning
- Multivariate Statistical Analysis
- Deep Reinforcement Learning and Control
- Computer Graphics
