Slides

Take a look at the slides tutorial to learn how to use all slide options.

You have several options to start code development:

  1. Colab: Click on one of the links “💻 Jupyter Notebook” to start a Colab session.

  2. Local: Click on one of the links “💻 Jupyter Notebook” below, go to the Colab menu and choose “File” > “Download” > “Download .ipynb”

  3. Cloud Codespace: Work in a fully configured dev environment in the cloud with a GitHub Codespace VS Code Browser environment.

  4. Local VS Code with Codespace: Use GitHub Codespaces in your local Visual Studio Code environment.

For cost reasons we mainly use OpenAI’s gpt-3.5-turbo model in our tutorials. Note the price differences between the models.

1 Guidelines

In this tutorial, you’ll practice two prompting principles and their related tactics in order to write effective prompts for large language models:

2 Iterative prompt development

In this tutorial, you’ll iteratively analyze and refine your prompts to generate marketing copy from a product fact sheet.

3 Summarize text

In this tutorial, you will summarize text with a focus on specific topics.

4 Inferring

In this tutorial, you will infer sentiment and topics from product reviews and news articles.

5 Transforming

In this presentation, we will explore how to use Large Language Models for text transformation tasks such as language translation, spelling and grammar checking, tone adjustment, and format conversion.

6 Expanding

In this tutorial, you will generate customer service emails that are tailored to each customer’s review.

7 Chatbot

In this presentation, you will explore how you can utilize the chat format to have extended conversations with chatbots personalized or specialized for specific tasks or behaviors.