Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
Stop memorizing random prompts. Instead, learn how Large Language Models (LLMs) *actually* work under the hood and how to use them effectively for your own use cases.
After this course, continue your journey with Scott’s full Prompt Engineering Bootcamp, where you’ll build your own AI projects, explore advanced techniques, use autonomous agents, & much more 👇
🤩 Prompt Engineering Bootcamp: https://zerotomastery.io/courses/prompt-engineering-bootcamp/
🤑 Use code (limited-time only): YTPE10 to get 10% OFF (for life!)
👍 Subscribe for more free tutorials and exclusive content: https://links.zerotomastery.io/youtube
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📓 Course Handbook: https://half-money-bd8.notion.site/Course-Handbook-Prompt-Engineering-Bootcamp-Working-With-LLMs-Zero-to-Mastery-6234be19ffcd4e02991fa7c5227d21b3
🗂️ Crash Course Files: https://drive.google.com/drive/folders/1ol94iFN5v0W4dlQevpk62drPE8CPjPod?usp=sharing
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⏰ Timestamps:
00:00 Introduction
02:10 What to Expect?
08:39 What is Prompt Engineering?
15:14 Why is Prompt Engineering Even a Thing?
23:55 Breaking GPT
28:07 Applied Prompt Engineering
32:41 Applied Prompt Engineering with NASA
42:20 Why is Prompt Engineering Important to You?
46:36 The Latest: Am I Wrong?
46:46 What I'm Using Part 1
48:17 What I'm Using Part 2
52:30 Setting Up Your Playground
52:39 Multi-Modality and Tools in LLMs
1:04:31 Choose Your LLM!
1:04:41 Getting Started with ChatGPT
1:06:30 The Basics of ChatGPT
1:10:49 ChatGPT App
1:12:09 ChatGPT Plus
1:14:15 Project Introduction
1:16:38 Setting Up Your Replit Account
1:21:32 The First Try
1:26:23 Building Our Snake Game Part 1
1:32:45 Building Our Snake Game Part 2
1:38:44 Exercise: Make It Prettier!
1:38:54 Introduction to LLMs Part 1
1:44:48 Introduction to LLMs Part 2
1:49:08 Tokens
1:54:36 Word Guessing Machines?
2:00:36 Thinking Like LLMs (Roll a Dice)
2:07:42 Inside LLMs
2:19:03 The Transformer Model
2:26:51 Exercise: Visualize the LLM Architecture
2:30:57 The Training Process
2:41:03 Base Model vs. Assistant Model
2:48:19 Thinking Like LLMs (The Reversal Curse)
2:53:43 Exercise: The Reversal Curse
2:53:53 Artificial General Intelligence (AGI)
2:59:31 Exercise: Use ChatGPT to Read the Research
3:04:29 The World of LLMs
3:10:44 Build Your Second Game (Tic Tac Toe with AI opponent)
3:10:54 Overview of Our Prompting Framework
3:14:34 The Standard Prompt
3:19:17 Prompt Library
3:19:27 Exercise: Get Hyped to Learn!
3:23:41 The Setup
3:24:52 The System Message Part 1
3:31:10 The System Message Part 2
3:37:03 Exercise: Strengthen Your System Message
3:43:55 Context - What it is
3:49:22 Context - The Context Window
3:58:53 Context - Lost in the Middle
4:10:29 Personas and Roles
4:19:21 Personas Tone, Style, and Voice
4:31:19 Exercise: Talk To Your Hero
4:31:29 Custom Instructions
4:42:53 Thinking Like LLMs (Can GPT Keep a Secret?)
4:47:48 Exercise: Get ChatGPT to Spill the Tea - Part 1
4:49:42 Exercise: Get ChatGPT to Spill the Tea - Part 2
4:51:33 Exercise: Get ChatGPT to Spill the Tea - Part 3
4:56:07 Final Words
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💥 Who is Scott's Prompt Engineering course for?
https://zerotomastery.io/courses/prompt-engineering-bootcamp/
◾ 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
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Graduates of Zero To Mastery have been hired at Google, Tesla, NVIDIA, Amazon, Apple, IBM, JP Morgan, Meta, NASA, Shopify + other top companies.
Many are also working as top-rated Freelancers getting paid $1,000s while working remotely around the world.
🎓 Here are just a few of them: https://zerotomastery.io/testimonials
This can be you.
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Start learning how to use LLMs properly now 👉 https://zerotomastery.io/courses/prompt-engineering-bootcamp/
#zerotomastery #promptengineering