IIIT Bangalore & Drexel University
24 Months
UG (50%)
Loan Available
Batch start:
July 2025
1. Data Analysis in Excel
Introduction to Excel
Data Analysis in Excel I: Function,Formula & Chart
Data Analysis in Excel II: Pivots and Lookups
2. Analytics Problem Solving
1. Course 1 – Python for data science
Fundamentals of Python
Python Control Structures
Python Data Structures
Python Data Science Libraries
2. Course 2 – Data Toolkit
Exploratory Data Analysis
Problem Solving in Python (optional)
Credit EDA Assignment
Inferential Stats
Hypothesis Testing
Database Design and Introduction to MySQL
Advanced SQL and Best Practices
SQL – RSVP Movies Case Study
3. Course 3 – Machine Learning I
Linear Regression Assignment
Logistic Regression
Classification using Decision Trees
Unsupervised Learning: Clustering
Basics of NLP and Text Mining
Business Problem Solving
Intro to GIT and GITHUB
Logistic Regression Assignment
4. Course 4 – Specialization*
Deep Learning
Natural Language Processing
Business Analytics
Business Intelligence/Data Analytics
Data Engineering
*Choose any one from the 5 Specializations
1. Foundation Courses (Choose 2 Courses) (6 credits)
Mathematics
Signal Processing
2. Systems Courses (Choose 2 Courses) (6 credits)
Introduction to Artificial Intelligence
Machine Learning & Artificial Intelligence
Applied Machine Learning Engineering
Fundamentals of Systems I
Fundamentals of Systems II
Fundamentals of Systems III
Medical Robotics I
Medical Robotics II
Introduction to Robot Technology
Mechanics of Robot Manipulators
Industrial Application of Robots
3. Core Components (12 Credits)
Perception (Choose any 1) (3 credits)
Mobile Sensing and Motion Planning
Pattern Recognition
Fundamentals of Computer Vision
Fundamentals of Image Processing
Wireless Systems
Nondestructive Evaluation Methods
Cognition and Behavior (Choose any 1) (3 credits)
Applied Machine Learning Engineering
Reinforcement Learning
Cell & Tissue Image Analysis
Optimal Estimation & Stochastic Control
Fundamentals of Deterministic DSP
Action (Choose any 1) (3 credits)
Mobile Sensing and Motion Planning
Reinforcement Learning
Fundamentals of Systems I II III
Aircraft Flight Dynamics & Control I II III
Advanced Dynamics I II III
Control (Choose any 1) (3 credits)
Computing and Control
Optimal Estimation & Stochastic Control
Robust Control Systems I II III
Theory of Nonlinear Control I II III
Applied Optimal Control I II III
4. Transformational Electives (6 credits)
5. Technical Focus Areas* (9 credits)
*Choose 3 courses in any two core components
9 credits are waived off upon successful completion of IIIT-B’s ACPDS Program.
1. Thesis Option/Non-Thesis Option (6 Credits)
2. Graduate Co-op (1 Credit)
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