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Introduction to Prompt Engineering

Learn prompt engineering from the ground up, including what it is, why it's important, and start exploring your own LLMs including ChatGPT, Claude, Llama, multimodal AI, and LLM tools. Then practice writing better prompts as you use generative AI to build a working game.

2 hours 0 projects 35 + lessons

Rated 4.9 out of 5 on Trustpilot

Rated 4.9 out of 5 on Trustpilot

3 Days

Average time students take to complete this course.

instructor
Taught by: Scott Kerr
Last updated: September 2026
Our students are getting hired by these companies. We can help you too.

What you'll learn

  • Understand how prompt engineering works and why it's important
  • Explore real prompts used by NASA
  • Choose the right LLM for your workflow
  • Work with frontier models from ChatGPT, Claude, and more
  • Handle non-deterministic AI responses
  • Use AI prompts to build and improve your first video game

Good prompting is more than asking AI a clever question.

In this course, you'll learn what prompt engineering actually is, why it matters, and how to get more useful results from large language models. You'll look at practical examples, break down how GPT-style models behave, and explore where prompt engineering fits into real-world work.

Then you'll get hands-on with the tools themselves. Compare LLMs, explore multimodal capabilities, and set up options including frontier models from ChatGPT, Claude, and more.

The best way to understand prompting is to use it, so you'll put those ideas into practice by working with AI to build a Snake Game. Along the way, you'll see firsthand why models can produce different answers to the same request—and how better instructions, iteration, and context help you move from an idea to something that works.

Who You Will Learn With

You're getting more than just a course

Our instructors, TAs, Mentors, Alumni, and fellow students go above and beyond to help guide you and ensure you're on the right path to achieve your goals. Our private ZTM Discord server is a key factor in taking your skills, confidence and career to the next level.

Course curriculum

To make sure this course is a good fit for you, you can start learning AI for free right now by clicking any of the PREVIEW links below.

7 sections35 lessons2 hours total length

Introduction

6 lectures · 7min
6 lectures · 7min

Learn To Work With AI & LLMs with Scott Kerr·1:00

1:00
PREVIEW

Course Introduction·6:19

6:19
PREVIEW

Course Resources + Handbook

PREVIEW

Exercise: Meet Your Classmates and Instructor

PREVIEW

Understanding Your Video Player

PREVIEW

Set Your Learning Streak Goal

PREVIEW

Introduction to Prompt Engineering

9 lectures · 36min
9 lectures · 36min

Choose Your LLM

5 lectures · 17min
5 lectures · 17min

ChatGPT Setup

4 lectures · 8min
4 lectures · 8min

Claude Setup

1 lecture · 4min
1 lecture · 4min

Open Source Option: Llama Setup

1 lecture
1 lecture

Guided Project - Build Your First Game (Snake Game)

9 lectures · 30min
9 lectures · 30min

Who is Zero To Mastery Academy for?

You'll fit right in if:

You're struggling to make progress using free tutorials that aren't giving you the structure or clear path to achieving your goals.
You don't want to learn alone. You want personalized feedback, support, and motivation from instructors and mentors and want to be part of a supportive community of like-minded individuals.
You want to learn by doing. You're excited to embrace the struggle of making mistakes that comes with building real-world projects you'll be proud of.
You're sick of outdated & boring tutorials. We pride ourselves on having the most up-to-date (and fun!) courses in the industry so that you're not wasting your time and only learning what matters right now.
You can't afford to spend $8,000+ on over priced bootcamps and colleges. We got you. We'll help you go from zero to hired for less than the cost of a cup of coffee a day.
You're ready to embrace AI. You're excited to go beyond basic prompt tricks and hacks and learn the latest AI tools and skills.

We're not for you if:

You're just going to watch the lessons and take no action. Our courses are all about getting your hands dirty with exercises and putting what you're learning into action by building fun and impressive real-world projects.
You're not ready to invest in yourself by taking the time to deeply learn a topic or you're just looking for the cheapest way to learn.
You don't think fundamentals matter anymore because AI can do everything for you. Understanding the fundamentals and how things really work will always be important.
You think AI is going to replace you and think there's nothing you can do about it. Well, if you keep wasting time not learning AI tools & skills, you're probably right. Or you embrace them, and 2x your productivity (and your income).
You think influencers on YouTube are the experts and would rather watch superficial videos that get a lot of views to learn. Our courses are taught by actual industry experts.

Meet your instructor

Your AI & LLM instructor (Scott) has more than just a wealth of AI knowledge. He has years of real-world professional experience. He has been in your shoes. He makes learning fun. He makes complex topics feel simple. He will motivate you. He will push you. And he will go above and beyond to help you succeed.

Scott Kerr

Hi, I'm Scott Kerr!

Scott uses his years of professional research and enthusiasm for AI to teach and guide new students to learn how to utilize AI, get hired and advance their careers.

SEE MY BIO & COURSES

Scott Kerr

Head of AI Initiatives

Frequently Asked Questions

Are there any prerequisites for this course?

  • None! All you need is an enthusiasm to learn. You will also have the option to use paid or free AI tools.

Who is this course for?

  • Anyone aiming to gain a comprehensive and practical understanding of modern techniques in prompt engineering and LLMs.
  • Developers looking to understand how to work with LLMs that are implemented in their AI-driven applications or within their organizations
  • Graduates of coding bootcamps or online AI courses who wish to delve deeper into the nuances of prompt engineering and explore beyond the introductory concepts
  • Individuals aspiring to integrate AI and LLMs into their career
  • You seek a structured guide to learning how to design effective prompts and interact with LLMs from scratch, progressing to proficiency levels that position you attractively compared to those without AI knowledge
  • Students who find beginner tutorials on LLMs inadequate, as they do not progress beyond basic examples and fail to provide advanced skills
  • Developers eager to transition into AI-focused roles, leveraging the powerful capabilities of LLMs for tasks such as iterating, summarizing, transforming, inferring, and expanding information.
  • You are an AI enthusiast who wants to learn more in a fun, interactive manner

Do you provide a certificate of completion?

We definitely do and they are quite nice. You will also be able to add Zero To Mastery Academy to the education section of your LinkedIn profile as well.

Are there subtitles?

Yes! We have high quality subtitles in 6 different languages: English, Spanish, French, German, Arabic, and Hindi.

You can even adjust the text size, color, background and more so that the subtitles are perfect just for you!

Still have more questions about the Academy?

Still have more questions specific to the Academy membership? No problem, we answer some more here.

What students are saying

Our courses and community have helped 1,000s of Zero To Mastery students go from zero to getting hired to levelling up their skills and advancing their careers to new heights.

Rated 4.9 out of 5 on Trustpilot

Learn the skills to stand out and get hired. In the age of AI.

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