Generative AI Webinar 12052023

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This webinar introduces participants to the world of generative AI—the architecture of ChatGPT and its variants.

We’ll cover the concept of prompt engineering and the best approach to AI tools, resources, and practices in building generative AI models.

Presented by Hien Luu
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00:00 Generative AI: Webinar with Hien Luu
00:29 Introductions
00:46 About UCSC Silicon Valley
00:59 Areas of Study Available
01:39 Course Formats: In-Person; Online and Flexible
02:18 Speaker Introduction: Hien Luu
03:10 Speaker: Hien Luu
03:54 Agenda
04:42 Introduction to Generative AI
06:20 Multimodal AI
07:10 Historical Versions of Generative AI
07:58 What's new to Generative AI (GenAI)
09:24 List of AI areas of application
09:48 Success growth of AI versions
10:31 Example 1: Generative Text
11:01 Example 2: Generative Text
11:37 Example 3: Generative Code
12:38 Example 4: Generative Images
13:38 Example 5: Generative Music
14:13 Example 6: Prompt examples
14:35 AI Advances Timeline: Origins & Algorithms
15:48 History of AI
16:59 Comparison Table: Traditional vs. Generative AI
18:39 Key Breakthrough: "Attention Is All You Need" | 2017 Google Research Paper.
20:14 What is GPT in ChatGPT?
24:36 Generative AI Applications
28:19 Prompt example
29:50 Enterprise Application of GenAI
32:36 Risks & Limitations
34:07 Futures & Emerging Trends
35:19 Large Language Models (LLM)
36:35 LLM: Development Timeline
37:43 Specialized LLMs
49:32 Job Outlook
52:34 Courses: Additional dates and times online. | Recorded Dec., 5, 2023
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