
Explore future trends in prompt engineering, including personalized prompts, vision and speech integration, interpretability, NLP advances, cross-domain applications, and a reinforcing quiz.
Master prompt commands in prompt engineering mastery to shape ai responses, using continue, elaborate, summarize, list, compare and contrast, pros and cons, and brainstorm to save tokens and boost clarity.
Explore chapter three prompt engineering techniques to elevate ai conversations, train our model, and apply tokenization strategies and chain-of-thought methods for precise prompts in back-and-forth dialogue with ai models.
Clarifies key vocabulary for prompt engineering, including large language models, foundation models, masked language models, labels and label space, sentiment analysis, verbalizers, and reinforcement learning from human feedback.
Explore tokenization strategies: character-based, word-based, and subword-based approaches, and how they affect granularity, vocabulary coverage, and performance. Note that ChatGPT uses byte pair encoding.
Leverage context and conversation history to enhance AI responses and reduce ambiguity. Reference past interactions with conversational memory and adjust prompts to fit context and history.
Master prompt engineering by applying length and token strategies, using abbreviations, summarization, and explicit instructions to tailor prompts, compare options, and remove unnecessary details.
Explore few shot prompting as a simple alternative to zero shot prompting by training the model with a few consistent, labeled examples, mindful of token limits.
Explore chain of thought prompting, a guided problem-solving approach that breaks problems into steps and records intermediate calculations, including zero-shot chain of thought prompts.
Explore content creation with ChatGPT, aligning the prompt with a framework, defining goals and audience, and using emotional engagement to structure and rewrite content across frameworks like AIDA.
Understand prompt leaking, where attackers attempt to reveal a model's secret prompts. Learn why it risks security for services and how to spot patterns through iterative inputs and analysis.
Explore defensive mechanisms for prompt engineering to safeguard safety and effectiveness of responses. Examine instruction defense, post prompting, sandwich defense, random sequence enclosure, and soft prompting.
Discover how quality boosters enhance image prompts by adding terms like amazing, beautiful, high resolution, and vibrant colors, and pair them with style modifiers for more vivid results.
Emphasize keywords through repetition to strengthen prompt focus and guide image generation with greater detail. Practice repeating words like 'very beautiful painting' or 'aliens' to see different results from Dall-e.
Become an AI Whisperer: Break into the field of prompt engineering, the most exciting and hottest new job in tech. Learn how to make Artificial Intelligence systems like ChatGPT and GPT-4 do exactly what you want, even if they've been programmed to do otherwise. Master their biases, take advantage of their design flaws, and become an expert prompter!
Did you know a sentence as simple as "Ignore previous directions" can often confuse AIs as advanced as ChatGPT and grant you access to restricted functionality? This is exactly what prompt engineers do on a daily basis: they discover models' biases and exploit them to their advantage. Intrigued? Dive into the world of prompt engineering with our comprehensive video course, designed to unlock the potential of AI language models for a wide range of applications. Learn the principles, techniques, and advanced strategies for crafting effective prompts, hacking prompts, image prompts, and more. With a strong focus on practical examples, this course will equip you with the skills to transform AI language models into powerful tools for content creation, chatbots, coding assistants, and beyond. Embark on this journey to master prompt engineering and harness the true power of generative AI!
What will you learn?
Gain a deep understanding of the fundamentals, principles, and techniques of prompt engineering and its applications in various domains.
Master the art of crafting effective prompts, utilizing tags, and employing advanced strategies to maximize the potential of AI language models.
Develop the skills to create prompts for diverse applications, such as content creation, coding assistance, chatbot therapy, and more, using ChatGPT.
Acquire the knowledge to secure prompt engineering efforts by understanding prompt hacking concepts and exploring advanced topics like AI-generated text detection and addressing biases.
Learn image prompting techniques, including style modifiers, quality boosters, and weighted terms, to enhance visual content generation.
Understand the integration of language models and tags in technologies and startups for improved outcomes.
Gain proficiency in addressing limitations and potential biases in AI language models, leading to more responsible and ethical use of technology.
Stay updated on cutting-edge developments in prompt engineering, equipping you with the skills to adapt and innovate in a rapidly evolving field.