What Will You Learn?
• Learn directly from Andrew Ng about the technology of generative AI.• Get an overview of AI tools, and learn from real-world examples of
generative AI in use today
• Understand the impacts of generative AI on business and society to
develop effective AI strategies and approaches
About This Course
Provider: deeplearning.ai
Format: Online
Duration: 3 hours to complete [Approx]
Target Audience: Beginners
Learning Objectives:Learn how generative AI works, and how to use it in your life and at work.
Course Prerequisites: NA
Assessment and Certification: NA
Instructor:Jim Sullivan
Key Topics: Software Applications,Beyond prompting, Generative AI,AI Projects
Topic Covered:
- What is generative AI?
- What it can and cannot do?
- How to use it in your own world/business
- Retrieval Augmented Generation (RAG)
- Fine-tuning
- Pretraining an LLM
- Choosing a model
- How LLMs follow instructions?
- Advanced technologies: Beyond prompting
- Using generative AI in software applications
- Lifecycle of a generative AI project
- Cost Intuition
- Impact on business and society
- how teams can take advantage of Generative AI?
- AI risks and responsible AI
- Task analysis of jobs
- Additional job analysis examples
- New workflows and new opportunities
- Teams to build generative AI software
- Automation potential across sectors
- Generative AI and society
- Concerns about AI
- Artificial general intelligence
- Responsible AI
- Building a more intelligent world
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