Perception pipeline
Detect and track an object with measured error, not vibes.
Specialization Courses/AI & Machine Learning
AI-First Pro specialization
AI-First Pro: Robotics & Physical AI Engineering Specialization
Perception, control, and intelligence. Robots that sense, decide, and act.
- Intermediate
- Instructor-led
- Projects + Experience
- Placement Assurance
Built around practical learning, projects, mentorship, and career readiness.
Real skills. Real solutions. A brighter tomorrow.
What you will learn
Gain in-demand, industry-relevant skill, create meaningful work, and drive smarter decisions with AI as your copilot.
- Integrate sensors, control, and software into one system
- Use simulation and hardware-in-the-loop thinking
- Apply computer vision and learning to perception tasks
- Document safety, limits, and failure behavior
- Work with Python, C++ basics, ROS
- Prepare toward roles such as Robotics Engineer
Your learning journey
A simple, focused path from learning to real-world impact.
- 1
Learn
Build a strong foundation with live classes, guided content, and hands-on labs.
- 2
Build
Work on real-world projects using industry tools and AI-powered workflows.
- 3
Demonstrate
Create a portfolio, gain practical experience, and get career-ready with mentorship and placement support.
Curriculum at a glance
A structured, hands-on curriculum designed for real-world outcomes.
- Kinematics
- Frames
- Actuators
- Safety
Projects
Work you can speak about in an interview, not a single weekend demo.
Mobile behavior
Navigate a constrained space with recovery when things go wrong.
Integrated demo
Sense, decide, act, with a written safety envelope.
Outcomes
What you will be able to do, and the kinds of roles this track prepares you toward.
- Integrate sensors, control, and software into one system
- Use simulation and hardware-in-the-loop thinking
- Apply computer vision and learning to perception tasks
- Document safety, limits, and failure behavior
Robotics EngineerPerception EngineerEmbedded AI AssociateAutomation Engineer
FAQs
Labs are designed around simulation plus structured hardware exercises. Program operations will confirm kit details for each cohort.