Google Generative AI 5-Day Intensive Training

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About Google Generative Intensive Training

What is the 5-Day Generative AI Intensive?

It’s a 5-day online course on March 31 - April 4 designed to help developers dive deep into the basics of the technologies and techniques behind Generative AI (Gen AI). Created by a team of Google’s ML researchers and engineers, this program includes both conceptual in-depth analyses and hands-on coding examples so you can tackle new Gen AI projects with confidence.

How does the intensive work?

Everyday, participants will receive the following in their inbox:

• Daily Assignments
  This includes the latest white papers, a companion podcast (generated by NotebookLM), and companion codelabs in AI Studio. 
   
• Discord Discussion Threads
  Kaggle’s Discord server will have a dedicated channel for focused discussion on the reading. It's an excellent place to find further clarification, surface any questions, and connect with other learners and Google experts. 
   
• Daily Livestream Seminars and AMAs
  We're going live everyday on Kaggle's YouTube channel, where the authors and course contributors will dive deeper into the topics and answer your burning questions. Plus, we've got fun surprises in store to keep the learning engaging.
   
• Capstone project 
  Level up your skills and build your portfolio with a real-world capstone project. Complete at least one code lab during the 5 day course and the capstone project at the end to compete for prizes like Kaggle certificates, badges, swags and the recognition of being celebrated on Kaggle and Google’s social media channel. If you’re planning to come to Google Cloud Next, you get to connect with the Google experts in person at the kiosks and lightning talks. Learn more about the capstone project during the course. Participation will be optional.

What's being covered?

• Day 1: Foundational Models & Prompt Engineering - Explore the evolution of Large Language Models (LLMs), from transformers to techniques like fine-tuning, inference acceleration, and reasoning models. Get trained with the art of prompt engineering for optimal LLM interaction.
   
• Day 2: Embeddings and Vector Stores/Databases - Learn about the conceptual underpinning of embeddings and vector databases, including embedding methods, vector search algorithms, and real-world applications with LLMs, as well as their tradeoffs.
   
• Day 3: Generative AI Agents - Learn to build sophisticated AI agents by understanding their core components and the iterative development process, including recent agentspace development.
   
• Day 4: Domain-Specific LLMs - Delve into the creation and application of specialized LLMs like SecLM and Med-PaLM, with insights from the researchers who built them.
   
• Day 5: MLOps for Generative AI - Discover how to adapt MLOps practices for Generative AI and leverage Vertex AI's tools for foundation models and generative AI applications.
  • Capstone Project goes live - See Details in the FAQ.

• Sponsor Organisation: Google

Benefits of Google Generative Intensive Training

• This training is free.

Google Generative Intensive Training Requirements

This course is for anyone looking to more deeply understand the fundamentals of Generative AI. This content covers a diverse range of topics, from beginner-friendly prompting basics to advanced agent implementation.

Application Date and Process

• Click on the link to the application website to apply.

Application Deadline

29 March, 2025

Scholarship Application Portal

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