Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300)

Description

Duration

1 Days

6 CPD hours

This course is intended for

To gain the most from attending this course you should possess the following incoming skills:
Basic knowledge of programming concepts and syntax in Python.
Familiarity with common data formats such as CSV, JSON, and XML.
Experience using command-line interfaces and basic text editing tools.
Understanding of basic machine learning concepts and algorithms.

Overview

Working in an interactive learning environment, led by our engaging expert, you will:
Gain a solid understanding of prompt engineering concepts and their applications in software development and AI-driven solutions.
Master the techniques for preprocessing and cleaning text data to ensure high-quality inputs for AI models like GPT-4.
Develop expertise in GPT-4 tokenization, input formatting, and controlling model behavior for various tasks and requirements.
Acquire the ability to design, optimize, and test prompts effectively, catering to diverse business applications and use cases.
Learn advanced prompt engineering techniques, such as conditional text generation and multi-turn conversations, to create more sophisticated AI solutions.
Practice creating prompts to generate, run, and test code in a chosen programming language using GPT-4 and OpenAI Codex.
Understand the ethical implications and best practices in responsible AI deployment, ensuring fair and unbiased AI applications in software development.

Prompt Engineering offers coders and software developers a competitive edge by empowering them to develop more effective and efficient AI-driven solutions in their projects. By harnessing the capabilities of cutting-edge AI models like GPT-4, coders can automate repetitive tasks, enhance natural language understanding, and even generate code suggestions, boosting productivity and creativity. In addition, mastering prompt engineering can contribute to improved job security, as professionals with these in-demand skills are highly sought after in the rapidly evolving tech landscape. Quick Start to Prompt Engineering for Coders and Software Developers is a one day course designed to get you quickly up and running with the prompting skills required to out AI to work for you in your development efforts. Guided by our AI expert, you?ll explore key topics such as text preprocessing, data cleansing, GPT-4 tokenization, input formatting, prompt design, and optimization, as well as ethical considerations in prompt engineering. In the hands-on labs you?ll explore tasks such as formatting inputs for GPT-4, designing and optimizing prompts for business applications, and implementing multi-turn conversations with AI. You?ll work with innovative tools like the OpenAI API, OpenAI Codex, and OpenAI Playground, enhancing your learning experience while preparing you for integrating prompt engineering into your professional toolkit. By the end of this immersive course, you?ll have the skills necessary to effectively use prompt engineering in your software development projects. You'll be able to design, optimize, and test prompts for various business tasks, integrate GPT-4 with other software platforms, and address ethical concerns in AI deployment.

Introduction to Prompt Engineering

Getting Things Ready: Text Preprocessing and Data Cleansing

GPT-4 Tokenization and Input Formatting

Prompt Design and Optimization

Advanced Techniques and Tools in Prompt Engineering

Code Generation and Testing with Prompt Engineering

Ethics and Responsible AI