Prompt Engineering with ChatGPT for Developers: Crash Course


Prompt Engineering Crash Course: Building Powerful Applications with OpenAI’s ChatGPT

What you will learn

Apply your skills and knowledge to build a fully functional chatbot from scratch.

Get hands on experience with OpenAI’s ChatCompletion API endpoint, using both the GPT-4 and GPT-3 models.

Learn basic prompting techniques like text classification, translation, Q&A, conversation, and reasoning.

Build advanced prompts to create robust and nuanced outputs for large tasks.

Gain a deeper understanding of practical applications by analyzing a wide range of case studies.

Gain a solid understanding of the foundational concepts of prompt engineering to write powerful prompts.

Identify and understand the limitations of ChatGPT and how to avoid these pitfalls.

Description

If you are reading this message, you are in the right place. Luckily, you just stumbled upon the best course for learning how to use OpenAI’s API, and to harness the immense potential of their revolutionary language model – ChatGPT.

This course offers a comprehensive exploration into the world of large language models (LLMs), empowering you to rapidly construct powerful and innovative applications using Python. Leveraging the LLMs from OpenAI, you’ll discover how to create applications that may have previously been too costly, too technical, or even inconceivable.

Our course is carefully designed to guide you step by step through OpenAI’s GPT-3 and GPT-4 models, and to teach you how to engineer powerful prompts.With an emphasis on the art of prompt engineering, the knowledge and techniques acquired through this course will equip you with the skills necessary to craft compelling and effective prompts.

The learning journey culminates in an exciting capstone project, where you’ll get hands-on experience, applying your newfound skills to build a fully-functional chatbot from scratch.


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While many other courses often inundate learners with countless prompts catering to an endless array of use cases, this intensive crash course is specifically designed to offer a practical and succinct introduction to applying ChatGPT in Python applications.

Rather than overwhelming you with thousands of prompts or padding the course with extraneous content, our approach is to empower you with the essential tools and principles of prompt engineering. This way, you’ll be able to design your own unique prompts that are both effective and catered to your specific needs.

Our commitment is to respect your time and learning journey. This course is built with the intent of providing a clear and comprehensive understanding of the ChatGPT model, without any unnecessary distractions. Get ready to embark on an enlightening journey where you’ll be creating powerful applications using OpenAI’s groundbreaking models in no time!

English
language

Content

Introduction

What is Prompt Engineering?
How to Use the Course Files
(Optional) Installing Jupyter Notebook
Obtaining Your OpenAI API Key
Environment Setup
Disclaimer

Basic Prompting Techniques

Text Summarization
Inference: Text Classification, Extraction, and Insertion
Conversation
Reasoning
Few Shot Prompting
Translation
Delimiters

Understanding the ChatCompletion API

Required Parameters in Request Body
Optional Parameters in the Request Body
Experimenting with Temperature
Understanding ChatCompletion’s Response
Exercise: Using Optional Parameter n
Exercise Answers: Using Optional Parameter n

Building Advanced Prompts

Principles of Prompt Engineering
Creating an Identity
Clearly Define the Task
Provide Context
Specify Tone and Output Style
Exercise: Writing a Seinfeld Plot Line
Exercise Solution: Writing a Seinfeld Plot Line

Case Studies: Advanced ChatGPT Use Cases

Generating Marketing Copy from a Product Fact Sheet
Using a Meeting Transcript to Generate a Follow-Up Email
Responding Automatically to a Negative Customer Review
Labeling Data
Conducting a Vertical Financial Analysis
Modifying a Cover Letter with a Job Description
Exercise: Advanced Use Cases
Exercise Solution: Advanced Use Cases

Building Chatbots using the ChatCompletion API

Creating a Chatbot for Ordering at a Restaurant
Project: Building a Customer Service Chatbot
Project Solution: Building a Customer Service Chatbot