Prompt Engineering in Python, with GPT, and the OpenAI API

Overview

Discover the art of prompt engineering in Python and tap into the full capabilities of GPT models and the OpenAI API. This course empowers you to craft, improve, and fine-tune prompts tailored to various tasks, spanning personal coaching to developing sophisticated chatbots.

Engage in hands-on learning to enhance your skills in iterative prompt design, manage hallucinations, and extract structured information via JSON mode.

Begin with fundamental insights into prompt engineering and delve into practical applications of GPT models. Learn the ropes of setting up your OpenAI API key, employing chain-of-thought prompting, and evaluating different model versions such as GPT-3.5 and GPT-4.

Through practical examples, explore advanced areas including emotion-driven prompts and strategies like exponential backoff.

In later modules, construct your own Python API chatbot, refine multi-turn dialogues, and leverage GPT for extracting numerical data and interpreting image-based inputs. Techniques like "prompt hacking" and smart prompting will equip you to enhance GPT’s performance even with earlier models.

Ideal for developers, data enthusiasts, and AI experts eager to excel in prompt engineering. Prerequisite:

Basic Python skills.

Subjects