Data Science

Data Science

The interdisciplinary master’s degree in Data Science is a unique offering from IIT Madras. Data Science brings together all aspects of technology required for gathering, storing, analysing and understanding data. The program includes coursework and projects on several elements of data science such as storage technology, distributed computing, data driven modeling, data analytics and mining, visualization, and security. The core courses are hands- on and fundamental in nature, while a diverse set of topics - spanning an eclectic mix of advanced algorithmic or theoretical courses and applied data science courses - are offered as electives to help the student hone their specific interest, within the larger umbrella of data science. The students will also choose a project in their area of interest, and deep dive into it in their final year.

    Curriculum

Semester I (45 credits)

Course Name Category L T E P O Total Credits
Mathematical Foundations of Data Science 4 8 12
Foundations of Machine Learning 4 8 12
Data Structures for Data Science 4 3 8 15
Data Analytics Laboratory 0 3 3 6

Semester II (50 credits)

Course Name Category L T E P O Total Credits
ML Operations Lab 2 2 4 8
Research Skills and Writing 3 3 6
Professional Elective 1 9
Professional Elective 2 9
Professional Elective 3 9
Free Elective 1 9

Semester III (40 credits + 20 Summer Credits)

Course Name Category L T E P O Total Credits
Project I (Summer) 20 20
Project II 30 30
Professional Elective 4 10

Semester IV (35 credits)

Course Name Category L T E P O Total Credits
Semester IV (35 credits) 35 35