Disclaimer: Due to time constraints, this course primarily focuses on lectures with limited hands-on practice opportunities. The full scope of the stated course content may not be delivered in its entirety. Additionally, the tutor and course content are subject to change without prior notice. We appreciate your understanding and flexibility.
#6.2
Interpreting GPT, Understanding AI Capabilities: The Path to an Intelligent Future? "Introduction to Large Models"
Course Objectives
By the end of this course, participants will be able to:
- Understand common AI terminology
- Explain basic concepts behind key AI technologies
- Analyze AI capabilities in processing various data forms
Course Contents
- Common AI Terms (30 mins)
- GPT (Generative Pre-trained Transformer)
- LLM (Large Language Model)
- GPU and Computing Power
- Tokens in AI
- AI Capabilities Overview (60 mins)
- Text: NLP fundamentals, generation, and analysis
- Voice: Speech recognition and synthesis
- Image: Computer vision basics and applications
- Video: Analysis, generation, and ethical implications
Course Highlights
- Exploration of key AI terms with real-world examples
- Demonstrations of AI capabilities across media types
- Discussion on ethical implications of AI technologies
Warm reminder: one of the AI-Empowered New Era series, it is recommended to also register for other #6.X courses
Course Tutor Introduction
Dr Andy Sun
Co-founder and CEO of DailyLive
Dr. Sun is the founder & CEO of DailyLive. He obtained his Ph.D. in AI from The Chinese University of Hong Kong & B.S. from University of Science and Technology of China. He is a high-level overseas talent in Shenzhen and one of the initiators of Shenzhen AI Society, He was awarded the Best Paper Award at ICME, Shenzhen AI Technical Invention Award, Cloud Sail Award at World Artificial Intelligence Conference (WAIC).
He previously worked at Apple Siri in Silicon Valley and was a co-founder of SpeechX Ltd. DailyLive which was established in 2022, specializes in AI virtual humans to help e-commerce businesses reduce costs and increase efficiency. To date, it has assisted merchants in achieving hundreds of millions of RMB in Gross Merchandise Volume (GMV) for numerous notable brands including Unilever, Zuoyou Sofa, and Proplan.