Have you ever wondered how Generative AI is transforming the tech world? Do you want to be part of this revolution and stay ahead in your field? Look no further! The 5-Day Gen AI Intensive Course with Google, running from Monday, November 11 to Friday, November 15, is designed for you. This comprehensive guide will dive into the details of this course, ensuring you have all the information you need to make the most of this incredible opportunity by Google Generative AI Intensive Course.
What is the 5-Day Generative AI Intensive?
The 5-Day Generative AI Intensive is an online course crafted by Google’s team of expert ML researchers and engineers. It offers an in-depth exploration of the core technologies and techniques behind Generative AI. The program combines conceptual deep dives with hands-on coding examples, empowering participants to tackle new Generative AI projects with confidence.
Google Generative AI Intensive Course Highlights
Throughout this Google Generative AI Intensive Course, participants will receive a mix of daily assignments, interactive discussions, and live seminars. Here’s a breakdown of what each day entails:
Day 1: Foundational Models & Prompt Engineering
- Topics Covered: Evolution of LLMs, transformers, fine-tuning, inference acceleration, and prompt engineering.
- Learning Activities: Engage in prompt engineering exercises and understand the nuances of LLM interactions.
Day 2: Embeddings and Vector Stores/Databases
- Topics Covered: Embedding methods, vector search algorithms, and real-world applications.
- Learning Activities: Explore the trade-offs and benefits of different embedding methods.
Day 3: Generative AI Agents
- Topics Covered: Core components and development processes of sophisticated AI agents.
- Learning Activities: Build and iterate AI agents with guided exercises.
Day 4: Domain-Specific LLMs
- Topics Covered: Creation and application of specialized LLMs like SecLM and Med-PaLM.
- Learning Activities: Insights from researchers on developing domain-specific models.
Day 5: MLOps for Generative AI
- Topics Covered: Adapting MLOps practices for Gen AI, leveraging Vertex AI’s tools.
- Learning Activities: Practical applications and best practices in Gen AI MLOps.
How Does the Intensive Work?
Every day, participants will receive:
- Daily Assignments: Newly published white papers, a companion podcast (generated by NotebookLM), and code labs in AI Studio.
- Discord Discussion Threads: Engage in focused discussions on Kaggle’s Discord server to clarify doubts and connect with other learners.
- Daily Livestream Seminars and AMAs: Interactive sessions on Kaggle’s YouTube channel with course contributors, featuring in-depth topic discussions and Q&A.
What You’ll Learn
| Day | Topics Covered | Activities |
|---|---|---|
| 1 | Foundational Models & Prompt Engineering | Conceptual understanding, prompt engineering exercises |
| 2 | Embeddings and Vector Stores/Databases | Embedding methods, real-world applications |
| 3 | Generative AI Agents | Building AI agents, iterative development |
| 4 | Domain-Specific LLMs | Specialized LLM creation, insights from researchers |
| 5 | MLOps for Generative AI | MLOps practices, Vertex AI tools |
Frequently Asked Questions (FAQs)
What are the course prerequisites?
There are no firm prerequisites, but familiarity with Python and basic Generative AI concepts will be beneficial. If needed, take a short Intro to Programming (Python) course and the Introduction to Generative AI micro-course from Google Cloud.
What is the time commitment for the program?
Expect to spend 1-2 hours per day on assignments and 45-60 minutes on livestreams.
Will the livestreams be recorded?
Yes, recordings will be available to registrants after each session.
How much is the program?
The program is free! All you need is a Kaggle account and a compatible AI Studio account.
Who contributed to this course?
A team of Google ML researchers and engineers including Christos Aniftos, Shekoofeh Azizi, Paige Bailley, and many others.
Will the course award a Kaggle certificate, medals, or points?
No, but you’ll receive a badge on your Kaggle profile upon course completion.
Why Should You Join?
Joining the 5-Day Gen AI Intensive Course with Google is an opportunity to:
- Deepen your understanding of Generative AI.
- Learn directly from Google’s experts.
- Engage with a community of like-minded learners.
- Access exclusive content and hands-on exercises.
Conclusion
Thank you for considering the 5-Day Gen AI Intensive Course with Google. We hope this comprehensive guide on Google Generative AI Intensive Course has provided all the information you need to embark on this exciting journey. Don’t forget to join Course Bhai on social media, push notifications, and newsletters for instant updates on courses, jobs, and internships. Stay ahead of the curve and be part of the future of AI!
