README.md

Additional resources

Lesson 1

• How GPT models work: accessible to everyone
• Generative AI: Implication and Applications for Education
• Fundamentals of Generative AI

Lesson 2

• The Large Language Model (LLM) Index | Sapling
• [2304.04052] Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder (arxiv.org)
• How to use Open Source foundation models curated by Azure Machine Learning (preview) - Azure Machine Learning | Microsoft Learn
• Four Ways that Enterprises Deploy LLMs | Fiddler AI Blog
• Retrieval Augmented Generation using Azure Machine Learning prompt flow
• Grounding LLMs

Lesson 3

Lesson 4

1. Introduction to Generative AI - Microsoft Learning Path (2023)
2. Introduction to Prompt Engineering - Azure OpenAI Documentation (2023)
3. Prompt Engineering Techniques - Azure OpenAI Documentation (2023)
4. Prompt Engineering Overview - Semantic Kernel Documentation (2023)
5. Azure OpenAI for Education Prompts - Microsoft Tech Community (2023)

Lesson 5

Lesson 6

Lesson 7

• System message framework and template recommendations for Large Language Models (LLMs)

• Learn how to work with the GPT-35-Turbo and GPT-4 models

• Fine-Tuning language models from human preferences

• OpenAI Fine-Tuning

Lesson 8

Extra resources

• OpenAI Embedding API
• OpenAI Functions
• OpenAI Embedding API Python SDK
• OpenAI Embedding API Python SDK Documentation
• Azure Cognitive Search
• Cosine Similarity

Lesson 9

• DALL-E

• OpenAI's DALL-E and CLIP 101: A Brief Introduction

• OpenAI's DALL-E

• OpenAI's CLIP

• OpenAI's CLIP paper

Lesson 10

• Add intelligence with AI Builder and GPT

• Get Started with AI Builder

• Detect Objects with AI Builder

• Process Custom Documents with AI Builder

• AI Copilot Overview

• Build a canvas app solution with Copilot in Power Apps

• Power Platform Copilot Prompt Library

Lesson 11

Lesson 12

• Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence by Akshay Kpre
• UX for AI: Design Practices for AI Developers
• New skills in the age of AI by John Maeda
• Best practices for building collaborative UX with Human-AI partnership