Are you looking to build a career in  AI? Or get hands-on experience with Snowflake for your next project?  Whether you’re a student, early career professional, or an experienced data professional, this program will enable you to acquire the practical skills you’ll need to be competitive in the job market to land your next job, or to grow your existing career as a data professional.

Created and delivered by Snowflake’s own developer advocates, this program emphasizes hands-on learning with a lots of in-product exercises to give you the confidence you’ll need to tackle real-life, on-the job, projects.

You will learn:

• How to build applications to implement common AI tasks such as summarization, translation, sentiment analysis, and text classification

• How to perform prompt engineering and inference programmatically with foundation model families including Llama, Mistral, and Anthropic

• How to fine-tune a foundation model to distill the capability of a larger model into a smaller one, or to train a model to respond in desired style

• How to ask questions of your structured  data using natural language, with Text-to-SQL

• How to build and evaluate RAG applications to get answers from unstructured data

应用的学习项目

Throughout these courses you will complete a number of lab exercises that include model fine-tuning, batch analysis of unstructured text, text classification, building a retrieval augmented generation app, and using text-to-SQL to ask questions of structured data.