Dive into the cutting-edge domain of Prompt Engineering with this comprehensive learning path. It includes courses for both novices and seasoned practitioners, aiming to introduce effective techniques for prompt crafting to work effectively with Large Language Models (LLMs). Through this expedition, you will master the art of influencing LLM outputs, controlling the format and size of generated text, and adhering to complex instructions. Prepare to enhance your skills in creating precise, context-aware prompts that steer AI models to desired outcomes.
This learning path includes:
5 courses with bite-sized lessons and practices
25 engaging lessons in text and video formats
75 hands-on practices in our state-of-the art IDE
One-on-one guidance from Cosmo, our AI tutor
This foundational course introduces learners to the world of Large Language Models (LLMs) and the fundamentals of prompt design. Aimed at demystifying how LLMs, such as GPT-3.5, GPT-4, LLaMA, Claude 2, generate text and interact with users, this course offers a solid starting point for anyone looking to harness the power of advanced AI in crafting prompts that produce precise outputs.
This intermediate course focuses on adeptly manipulating output sizes from large language models (LLMs). From generating concise single words to expansive articles, learners will explore techniques for precise control over the length and detail of AI-generated content. This is crucial for tailoring responses to fit specific requirements, enhancing applications in content creation, coding, and beyond.
This course is designed to empower users with the skills needed to command LLMs to produce outputs in specific formats. From bulleted lists to complex JSON objects, learners will learn how to refine prompts that yield structured, format-specific responses. This advanced understanding enhances data manipulation, reporting, and ensures compatibility with broader systems.
Tailored for those looking to master text manipulation using LLMs, this course delves into sophisticated prompt engineering strategies to summarize, extend, or modify text without compromising specific elements. Whether preserving tone, style, or content, learners will gain the ability to finely tune LLM outputs for nuanced text enhancements.
This course on Advanced Techniques in Prompt Engineering equips learners with innovative strategies for crafting effective AI prompts. Covering brainstorming, system prompt optimization, the chain of thought method, and iterative construction, it teaches how to create sophisticated prompts for enhanced LLM communication.
Our built-in AI guide and tutor, Cosmo, prompts you with challenges that are built just for you and unblocks you when you get stuck.
Welcome to this extensive learning path designed to transition you from a curious enthusiast to a proficient data science professional. This pathway encompasses a collection of courses tailored to equip learners with the foundational knowledge, tools, and techniques required to unearth actionable insights from raw data. By utilizing Python—one of the most versatile and powerful languages in the data science community—you will be positioned at the forefront of the ever-evolving landscape of data-driven decision-making.
This course will teach students the skills needed for technical coding interviews at companies like Google. It will focus on understanding how to choose optimal algorithms and data structures for different problems, how to apply them, and how to explain their reasoning. Topics covered will include hash tables, recursion, linked lists, trees, and graphs.
Kickstart your journey as a Computer Programmer with a strong foundation in one of the most popular languages in the world - Python. This beginner-friendly path provides a comprehensive understanding of Python syntax and fundamental programming concepts, paving the way for further exploration into the vast universe of coding.