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Artificial Intelligence for Robotics | AISV.X405

Artificial Intelligence for Robotics | AISV.X405


The AI robotics industry is rapidly growing, creating numerous jobs for people who understand enterprise implementation. In this AI for Robotics course, you will learn the role AI plays in enabling robotic technologies to solve a variety of enterprise problems. We will focus on advanced AI techniques for perception, manipulation, reasoning, and learning, and explore methods for integrating these techniques with robots and drones. You will learn to train your own custom machine learning models to perform object detection and explore the AI software development life cycle and its specific nuances—data preparation, model training, and validation.

Learning Outcomes
Through discussion, technical demonstration and hands-on practice, you will learn to

  • Design, develop, and deploy AI applications for robotics.
  • Translate industry use cases into AI for robotics application in large enterprises.
  • Apply machine learning techniques such as computer vision and natural language processing for robotics.

Topics Include

  • Industry use cases and case studies in AI for robotics
  • Robotics architecture
  • Data acquisition and sensor fusion
  • SLAM
  • Computer vision
  • People detection
  • Autonomous mobile robots
  • Natural language processing
  • Collaborative robots
  • Demonstrations and project presentations
  • Deep learning applications

Skills Needed

Students should be proficient in programming languages, such as C++ or Python. Knowledge of AI/ML solutions and related frameworks is suggested as well as familiarity with algebra and higher-level mathematics.

Have a question about this course?
Speak to a student services representative.
Call (408) 861-3860
FAQ
ENROLL EARLY!

Sections Open for Enrollment:

Open Sections and Schedule
Start / End Date Quarter Units Cost Instructor
05-04-2024 to 07-13-2024 3.0 $980

Kavitha Velusamy

Enroll

Final Date To Enroll: 05-04-2024

Schedule

Date: Start Time: End Time: Meeting Type: Location:
Sat, 05-04-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 05-11-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 05-18-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 06-01-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 06-08-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 06-15-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 06-22-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 06-29-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 07-06-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE
Sat, 07-13-2024 9:00 a.m. 12:00 p.m. Flexible SANTA CLARA / REMOTE