From the course: Introduction to Gen AI with Snowflake
Unlock this course with a free trial
Join today to access over 24,800 courses taught by industry experts.
Continue your generative AI education - Snowflake Tutorial
From the course: Introduction to Gen AI with Snowflake
Continue your generative AI education
- Welcome back, let's talk about what's next in your journey. GenAI is a growing field that is changing how we do everything, and you have started on your learning path. Whether for professional personal growth or general interest, you have put in the time to complete the first step in the process of developing a skill that you can put to use in your own life or career. Let's remember what we covered in this course. We looked at what the LLM function is and we followed that up with how to use the complete function and after that we learned how to use the task specific functions, translate, sentiment, summarize and classify text. We then looked at the helper functions, count tokens, and try complete. From there, we brought it all together and created a Streamlet app using LLM functions as building blocks for the app. We then learned about fine-tune and how we can use this to specialize our LLMs to perform new tasks…
Practice while you learn with exercise files
Download the files the instructor uses to teach the course. Follow along and learn by watching, listening and practicing.
Contents
-
-
-
-
-
(Locked)
What is Cortex fine-tuning?10m 52s
-
(Locked)
Setting up your environment5m 54s
-
(Locked)
Analyzing customer support tickets6m 7s
-
(Locked)
Preparing your training data6m 19s
-
(Locked)
Starting the fine-tuning job15m 2s
-
(Locked)
Inference using fine-tuned model2m 13s
-
(Locked)
Streamlit app to autogenerate custom emails and text messages9m 43s
-
(Locked)
Module recap1m 43s
-
(Locked)
Continue your generative AI education3m 57s
-
(Locked)