GENERATIVE AI & ML SCHOOL

Building enterprise-grade generative AI applications

Welcome to the AI Data Cloud Academy, your gateway to the latest advancements in AI, including generative AI and machine learning functionalities within Snowflake.

This program offers curated content from Snowflake Summit and BUILD, tailored for anyone who’s interested in learning more about these topics, including technical executives and developers. You’ll gain insights into productionizing and scaling generative AI, building agents and agentic applications, exploring architectural patterns, and examining proven AI and ML use cases.

Learn from industry leaders such as Andrew Ng, Founder and CEO of Landing AI; Jared Kaplan, Chief Research Officer and Co-Founder, Anthropic; and Baris Gultekin, Head of AI Product at Snowflake. The academy features three comprehensive tracks to enhance your expertise:

AI Foundation Agents, observability and enterprise LLM design
Generative AI: Using AI to gain insights, build agentic applications, and automate actions from enterprise data
Machine Learning: End-to-end ML development and inference

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AI Foundation: Agents, observability and enterprise LLM design

4 Sessions

A Developer’s Intro to Large Language Models

Length: 17-minute video Gain a technical understanding of embeddings, how fine-tuning works, and other core concepts related to generative AI.
A Developer’s Intro to Building Agentic Applications with AI

Length: 23-minute video Learn about agentic workflows and newly available building blocks for agents from Andrew Ng, Founder and CEO of Landing AI.
Productionizing Gen AI: Build with Observability

Length: 20-minute video Discover best practices for monitoring and evaluating generative AI applications to confidently move them from development to production.
Training Compute Efficient LLMs

Length: 44-minute video Learn about Snowflake Arctic, a Mixture of Experts LLM designed to be powerful and efficient at enterprise tasks.

Generative AI: Using AI to gain insights, build agentic applications, and automate actions from enterprise data

4 Sessions

Featured Deep Dive: Snowflake Generative AI Platform

Length: 30-minute video Discover the most common enterprise use cases for gen AI and how Snowflake solves them with the full set of functionality inside Cortex AI.
Deploy Accurate Conversational Apps with AI Data Agents

Length: 41-minute video Build and deploy AI-powered data agents and bring them into production with ease and trust across your enterprise.
Multimodal Data Analytics with AI

Length: 45-minute video Apply LLMs to multimodal data using Cortex AISQL, an AI query language that follows SQL syntax for advanced analytics.
Talk to Your Data, Unlock Real Business Insights

Length: 46-minute video Learn about a new agentic experience that enables all employees to securely converse with their data in natural language.

Machine Learning: End-to-end ML development and inference

5 Sessions

Featured Deep Dive: Snowflake Machine Learning Platform

Length: 40-minute video Learn how Snowflake ML accelerates and simplifies the development to production lifecycle, including new feature overviews and a live demo showcasing our latest capabilities such as Data Science Agent.
Develop Scalable Models with GPUs

Length: 4-minute video Best practices for using GPUs in Snowflake Notebooks to train deep learning models, process unstructured data or work with LLMs.
Cost-Effective ML Development and Deployment

Length: 20-minute video Get tips and tricks to optimize the end-to-end ML workflow to achieve best-in-class price performance in Snowflake.
Operationalize Models in Production

Length: 44-minute video Hear more about MLOps essentials and how Snowflake makes it easy to manage and serve models for inference.
Monitoring and Auditing Models

Length: 43-minute video Learn how to use ML Observability to track key model quality metrics over time, with alerts in place.

GENERATIVE AI & ML SCHOOL

Building enterprise-grade generative AI applications

Start Your Courses Now!

AI Foundation: Agents, observability and enterprise LLM design

A Developer’s Intro to Large Language Models

A Developer’s Intro to Building Agentic Applications with AI

Productionizing Gen AI: Build with Observability

Training Compute Efficient LLMs

Generative AI: Using AI to gain insights, build agentic applications, and automate actions from enterprise data

Featured Deep Dive: Snowflake Generative AI Platform

Deploy Accurate Conversational Apps with AI Data Agents

Multimodal Data Analytics with AI

Talk to Your Data, Unlock Real Business Insights

Machine Learning: End-to-end ML development and inference

Featured Deep Dive: Snowflake Machine Learning Platform

Develop Scalable Models with GPUs

Cost-Effective ML Development and Deployment

Operationalize Models in Production

Monitoring and Auditing Models