Course Details

The Master's in Data Science at CMI is a two-year program designed to provide a strong foundation in the mathematical and statistical principles of data science. This program prepares students for careers in data science, machine learning, and related fields or further doctoral studies.

Program Highlights

1. Core Subjects
The program emphasizes a robust mathematical and computational foundation, covering:

• Probability Theory
• Statistics
• Linear Algebra
• Optimization
• Data Analysis

2. Core Courses

• Probability and Statistics
• Linear Algebra
• Optimization
• Algorithms
• Programming

3. Electives
Students can choose from a variety of specialized topics, including:

• Natural Language Processing (NLP)
• Computer Vision
• Reinforcement Learning

4. Capstone Project

• Students work on a real-world data science problem, applying the techniques learned during the program to develop practical solutions.

Career and Academic Pathways

Graduates of the program are well-equipped for roles in industries such as:

• Finance
• Healthcare
• E-commerce
• Technology

They are also prepared to pursue doctoral studies in data science, machine learning, or related fields.