Method
Flexible
Term
WINTER
Cost
$625

Skills you will gain

  • Explain the fundamental concepts, principles and technology of generative AI.
  • Describe the generative AI landscape and its practical applications across various industries.
  • Apply prompt engineering effectively from understanding its techniques and patterns.
  • Gain hands-on experience building simple generative AI applications.
  • Discuss emerging trends and future directions in generative AI, including ethical considerations and challenges associated with its use.

Course Description


This comprehensive course introduces participants to the world of generative AI and its transformative impact across industries. Suitable for beginners and professionals, this course delves into the practical applications of generative AI, from text and image generation to music composition, and its expanding role in healthcare, finance, and other sectors.

Throughout the course, you'll gain a solid understanding of the underlying technology, including deep learning and neural networks, as well as the architecture of ChatGPT, its variants, and prompt engineering. You will also learn about the tools, resources, and best practices for building generative AI models. Moreover, you’ll have the chance to explore emerging trends, ethical considerations, and future opportunities in the field.


Topics

  • Practical applications
  • Text, image and sound generation
  • Deep learning and neural networks
  • Transformer and ChatGPT/variants
  • Prompt engineering
  • Model training and fine tuning
  • Open Source large language models
  • Best practices and ethical considerations
  • Emerging trends

Prerequisites / Skills Needed


Python and Machine Learning Basics are recommended but not required.

  • Flexible Attend in person or via Zoom at scheduled times.
Schedule
Date
Start Time
End Time
Meeting Type
Location
Thu, 01-29-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 01-29-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-05-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-05-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-12-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-12-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-19-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-19-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-26-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 02-26-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 03-05-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 03-05-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 03-12-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
Thu, 03-12-2026
6:30pm
9:30pm
Flexible
SANTA CLARA / REMOTE
 

黑料不打烊

This class meets simultaneously in a classroom and remotely via Zoom. Students are expected to attend and participate in the course, either in-person or remotely, during the days and times that are specified on the course schedule. Students attending remotely are also strongly encouraged to have their cameras on to get the most out of the remote learning experience. Students attending the class in-person are expected to bring a laptop to each class meeting.

To see all meeting dates, click "Full Schedule" below.

You will be granted access in Canvas to your course site and course materials approximately 24 hours prior to the published start date of the course.

Demo