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                                        • Intro to Prompt Engineering
                                          • What is a Prompt?
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                                                                                                              • Prompt the Model
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                                                                                                                      • Fine Tune
                                                                                                                        • Test Fine-Tuned Model
                                                                                                                          • Push Your Fine-Tuned Model to HF
                                                                                                                          • Customer Complaints Classification
                                                                                                                            • Craft a Simple Prompt
                                                                                                                              • Provide Examples and Link a Dataset
                                                                                                                                • Craft a Complex Prompt
                                                                                                                                  • Fine Tune
                                                                                                                                    • Test Fine-Tuned Model
                                                                                                                                      • Push Your Fine-Tuned Model to HF
                                                                                                                                      • Medical Transcripts Classification
                                                                                                                                        • Create Project & Load Data
                                                                                                                                          • Load Base Model
                                                                                                                                            • Prompt the Model
                                                                                                                                              • Fine-Tune From a Snapshot
                                                                                                                                                • Test Fine-Tuned Model
                                                                                                                                                  • Push Your Fine-Tuned Model to HF
                                                                                                                                                • RAG
                                                                                                                                                  • Create a Notebook for Building Your RAG Application
                                                                                                                                                    • Generate RAG Responses
                                                                                                                                                      • Use Case - Building a Retrieval Augmented Generation (RAG) Pipeline (featuring LlamaIndex)
                                                                                                                                                      • Lore Python SDK
                                                                                                                                                        • Client Initialization (Start Here)
                                                                                                                                                          • Using MLIS and Third-Party Models in GenAI Notebooks
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                                                                                                                                                                        • Launch Notebook (GUI)
                                                                                                                                                                          • Using MLIS and Third-Party Models in GenAI Notebooks
                                                                                                                                                                          • Fine-Tuning
                                                                                                                                                                            • About Fine-Tuning
                                                                                                                                                                              • How to Fine-Tune a Model
                                                                                                                                                                                • Kill a Job in Progress
                                                                                                                                                                                  • Delete a Job
                                                                                                                                                                                    • How to Use PEFT
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                                                                                                                                                                                                        • Push to Hugging Face

                                                                                                                                                                                                      Intro to Prompt Engineering

                                                                                                                                                                                                      Learn what a prompt is and how to create different kinds of prompts to solve problems with AI.

                                                                                                                                                                                                      1. What is a Prompt?

                                                                                                                                                                                                      Learn about prompts and how they are used to communicate with AI models.

                                                                                                                                                                                                      2. Simple Prompts

                                                                                                                                                                                                      Learn how to create a simple prompt that provides little to no guidance to the AI model.

                                                                                                                                                                                                      3. Advanced Prompts

                                                                                                                                                                                                      Learn how to provide context or guidance to the AI model.