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

4.6 out of 5 rating Last updated 14/11/2024   English

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Duration

1 Days

6 CPD hours

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.

Description

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.

Prerequisites

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.

Introduction to Prompt Engineering
Overview of prompt engineering and its importance in AI applications
Major applications of prompt engineering in business
Common challenges faced in prompt engineering
Overview of GPT-4 and its role in prompt engineering
Key terminology and concepts in prompt engineering
Getting Things Ready: Text Preprocessing and Data Cleansing
Importance of data preprocessing in prompt engineering
Techniques for text cleaning and normalization
Tokenization and n-grams
Stop word removal and stemming
Regular expressions and pattern matching
Lab: Hands-on exercise using Python and the NLTK library to preprocess and clean a sample dataset.
GPT-4 Tokenization and Input Formatting
GPT-4 tokenization and its role in prompt engineering
Understanding and formatting GPT-4 inputs
Context windows and token limits
Controlling response length and quality
Techniques for handling out-of-vocabulary tokens
Lab: Practice tokenizing text and formatting inputs using the GPT-4 Python API.
Prompt Design and Optimization
Master the skills to design, optimize, and test prompts for various business tasks.
Designing effective prompts for different tasks
Techniques for prompt optimization
GPT-4 system and user parameters for controlling behavior
Importance of prompt testing and iteration
Best practices for prompt engineering in business applications
Lab: Create and optimize prompts for a sample business task using the GPT-4 Python API.
Advanced Techniques and Tools in Prompt Engineering
Learn advanced techniques and tools for prompt engineering and their integration in business applications.
Conditional text generation with GPT-4
Techniques for handling multi-turn conversations
Overview of tools for prompt engineering: OpenAI API, OpenAI Codex, and OpenAI Playground
Integration of GPT-4 with other software platforms and tools
Monitoring and maintaining prompt performance
Lab: Implement a multi-turn conversation with GPT-4 using OpenAI Codex and OpenAI Playground.
Code Generation and Testing with Prompt Engineering
Develop the skills to generate, integrate, and test AI-generated code effectively, enhancing productivity and creativity in software development projects.
Introduction to code generation with AI models like GPT-4
Designing prompts for code generation across programming languages
Techniques for specifying requirements and constraints in prompts
Generating and interpreting code snippets using AI-driven solutions
Integrating generated code into existing projects and codebases
Best practices for testing and validating AI-generated code
Lab: Practice creating prompts to generate, run, and test code in a chosen programming language using GPT-4 and OpenAI Codex.
Ethics and Responsible AI
Understand the ethical implications of prompt engineering and the importance of responsible AI deployment in business.
Ethical considerations in prompt engineering
Bias in AI systems and its impact on prompt engineering
Techniques to minimize bias and ensure fairness
Best practices for responsible AI deployment in business applications
Monitoring and addressing ethical concerns in prompt engineering
Additional course details:

Nexus Humans Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the ITS Data Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

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

Available Delivery Options for the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training provide?

The 1 day. Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training course give you up to 6 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

Which exam does the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training course prepare you for?

The Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) prepares you for the Yes official exam. You can take this exam at any exam center across UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online where ever you are. Exams vary in duration and if required you can request with the provider for any accommodations appropriate for you.

What is the correct audience for the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training?

This handson course is geared for software developers who want to work with AI technologies to an advanced level to rveiew, test and develop code.

Do you provide training for the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300).

Yes we provide corporate training, dedicated training and closed classes for the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300). This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) program.

The Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training takes place over 1 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

What other terms do people search for when looking for this course?

Popular related searched include AI; GPT; Prompt Engineering.

Why are Nexus Human the best provider for the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training.

Yes, the discount code PENPAL5 is currently available for the Quick Start to Mastering Prompt Engineering for Software Developers (TTAI2300) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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