GENERATIVE AI & ML SCHOOL 

BRINGING AI TO THE DATA

Welcome to the AI Data Cloud Academy, providing an introduction to cutting-edge AI research as well as generative AI and ML functionality in Snowflake.

This program includes curated content from Snowflake Summit 2024 for developers, data practitioners, and business executives to learn about architecture patterns and proven AI and ML use cases.

Learn from industry leaders including Andrew Ng, founder and CEO of Landing AI; Lukas Biewald, CEO and Co-Founder Weights & Biases; Baris Gultekin, Head of AI Product at Snowflake; and others across three tracks:

  • AI Research: Agents and enterprise LLM design
  • Generative AI: Using and customizing LLMs and conversational services
  • Machine Learning: Advanced ML training and ML feature management

 

Start Your Courses Now!

AI Research: Agents and enterprise LLM design

4 Sessions

  • Developer’s Intro To LLMs

  • Developer’s Intro To LLM Agents

  • LLM Customization Best Practices

  • Training compute efficient LLMs

Generative AI: Using and customizing LLMs and conversational services

5 Sessions

  • Featured Deep Dive: Snowflake Generative AI Platform

  • Customer Reviews Sentiment Analysis

  • Cost-Effective Inference with Fine-Tuning

  • Chat with Documents Using RAG

  • Data Analytics in Natural Language

Machine Learning: Advanced ML training and ML feature management

5 Sessions

  • Featured Deep Dive: Snowflake Machine Learning Platform

  • ML Development with Snowflake Notebooks

  • Distributed Hyperparameter Tuning

  • Process and Manage ML Features

  • Modernize Your PySpark and MLlib Infra