AI Data Cloud Academy: Generative AI & ML

What to Expect

In this three-track course, learn about the opportunities, challenges, and considerations that need to be addressed to capture value from Generative AI.

AI Foundation: Agents, observability and enterprise LLM design

Learn about the latest in LLMs, agents and other solutions that help enterprises build powerful apps.

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

Reimagine how employees and customers interact with enterprise data using natural language.

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

Scale predictive ML pipelines with proven ROI such as forecasting, deep learning models and more.

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AI Foundation: Agents, observability and enterprise LLM design

Learn about the latest in LLMs, agents and other solutions that help enterprises build powerful apps.

17-minute video

A Developer’s Intro to Large Language Models

Gain a technical understanding of embeddings, how fine-tuning works, and other core concepts related to generative AI.

23-minute video

A Developer’s Intro to Building Agentic Applications with AI

Learn about agentic workflows and newly available building blocks for agents from Andrew Ng, Founder and CEO of Landing AI.

20-minute video

Productionizing Gen AI: Build with Observability

Discover best practices for monitoring and evaluating generative AI applications to confidently move them from development to production.

44-minute video

Training Compute Efficient LLMs

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

Reimagine how employees and customers interact with enterprise data using natural language.

30-minute video

Featured Deep Dive: Snowflake Generative AI Platform

Discover the most common enterprise use cases for gen AI and how Snowflake solves them with the full set of functionality inside Cortex AI.

15-minute video

Customer Reviews Analytics Using AI

Create a customer review analytics workflow using Snowflake and Cortex AI.

41-minute video

Deploy Accurate Conversational Apps with AI Data Agents

Build and deploy AI-powered data agents and bring them into production with ease and trust across your enterprise.

45-minute video

Multimodal Data Analytics with AI

Apply LLMs to multimodal data using Cortex AISQL, an AI query language that follows SQL syntax for advanced analytics.

46-minute video

Talk to Your Data, Unlock Real Business Insights

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

Scale predictive ML pipelines with proven ROI such as forecasting, deep learning models and more.

40-minute video

Featured Deep Dive: Snowflake Machine Learning Platform

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.

4-minute video

Develop Scalable Models with GPUs

Best practices for using GPUs in Snowflake Notebooks to train deep learning models, process unstructured data or work with LLMs.

20-minute video

Cost-Effective ML Development and Deployment

Get tips and tricks to optimize the end-to-end ML workflow to achieve best-in-class price performance in Snowflake.

44-minute video

Operationalize Models in Production

Hear more about MLOps essentials and how Snowflake makes it easy to manage and serve models for inference.

43-minute video

Monitoring and Auditing Models

Learn how to use ML Observability to track key model quality metrics over time, with alerts in place.