Artificial Intelligence: Deep Learning, Human-Centered AI, and Beyond

Stanford Continuing Studies

How long?

  • 9 days
  • online

Stanford Continuing Studies

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About the course

Artificial intelligence (AI) is inspired by our understanding of how the human brain learns and processes information and has given rise to powerful techniques known as neural networks and deep learning. This course will provide an introductory overview of these AI techniques. Additionally, we will inspect what is beyond deep learning and implications to society as humans participate in a human-centered AI world. Through hands-on exercises, we will discover how current AI platforms compare with how the brain works, how systems actually “learn,” and how to build and apply neural networks. We will also discuss the real-world applications of neural networks. By the end of the course, students will have a greater understanding of neural networks and deep learning so they can: (1) converse with neural network practitioners and companies; (2) be able to critically evaluate AI news stories and technologies; and (3) consider what the future of AI can hold and what barriers need to be overcome.

Experts

Ronjon Nag

Dr. Ronjon Nag is an inventor, entrepreneur and a Stanford Distinguished Careers Institute Interdisciplinary Fellow based at the Stanford Center for Language and Information (CSLI). He is founder of the R42 Institute which invents, informs and invests. He is a founder and advisor/board member of ...

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Artificial Intelligence: Deep Learning, Human-Centered AI, and Beyond at Stanford Continuing Studies

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