Cohort 4

Leapfrog the AI curve by joining 5,000+ fellows, mastering the only skill that never expires: building.



Yuzheng Sun, PhD

Statsig.com Data Scientist | Ex Tencent Director | Ex Meta/Amazon/BCG | Tech channel with 200k+ subscribers and 5k+ paid members

Yan Wang, PhD

Applied Scientist @ Samsara | Olympic Torchbearer | Ex Pinterest/Microsoft | Ex Tech blogger with 100k+ subscribers

AI Builders: Unlock Frontier AI Expertise Through Deep Dives & Discovery

Amazon

Microsoft

Pinterest

Tencent

The pace of GenAI is relentless. Are you finding it challenging to:- Move beyond basic prompts to engineer reliable AI solutions?- Effectively integrate GenAI into your complex workflows?- Stay ahead of the curve with the constant stream of new research and tools?- Cut through the hype and identify genuine opportunities? Feeling overwhelmed is normal. GenAI isn't just another tool; it's a paradigm shift. Simply using it isn't enough to secure your future. There are no textbooks to read, no buttons to click, no "best practices" or even "the best model". Everything is changing. To truly thrive, you need to become a builder. This Course Transforms You From User to BuilderWe believe the key to mastering GenAI lies in learning through creating. This course is built from the ground up to do more than just teach you techniques – it's designed to fundamentally shift your mindset and empower you to build. We combine hands-on projects with deep dives into the underlying research. Why? Because practical skills without research knowledge become quickly outdated, and research knowledge without practical application remains theoretical. You need both to innovate. "This course not only teaches me many best practices and techniques of Generative AI but also, more importantly, conveys mindsets that can be leveraged in both work and life." – Software Engineer at Zuora, Cohort 1"What I love this course, is that it does not only teaches you practical skills, but also training your mind and establish a builder's mindset... learn how to learn, learn how to unlearn, will be surely one of those skills." – Sr. Principal Technical Program Manager at Oracle, Cohort 8 What You Will Achieve:- Master Practical GenAI Building: Go from idea to prototype. Learn advanced prompt crafting, robust GenAI integration, and essential tooling through hands-on projects relevant to your work. Get personalized feedback to ensure success.- Gain Deep Research Intuition: Develop a solid foundation in LLMs. Understand the 'why' behind the techniques, navigate new developments confidently, and identify valuable opportunities others miss.- Revolutionize Your Daily Workflow: Learn to automate complex tasks, significantly enhance your efficiency, and maintain your competitive edge by strategically applying GenAI. Overcome hurdles with our "guided mistakes" approach.- Develop Critical AI Thinking: Learn to see beyond the clickbait. Put GenAI into the context of technological history, challenge assumptions, and predict future impacts with clarity.- Unlock the Builder's Mindset: Move beyond passive consumption. Cultivate the confidence, framework, and iterative approach needed to continuously learn and create valuable AI applications. "I was looking for guidance in integrating GenAI into my day-to-day job and this course provided exactly that... I highly appreciate the instructor's focus on the technical best practices and the intuitive explanation of the 'why' behind them. I feel prepared." – Senior Research Scientist at SLB, Cohort 2"The course is well designed with very insightful high level contents on mindset... and very specific and tangible practical examples... Highly recommend for people who are a bit hesitant to start building... or people who want to see how they can build better genAI applications but lack a framework to do so." – Principal Data Scientist at DIRECTV, Cohort 4 How You'll Learn:Our curriculum centers around building practical prototypes. After each build, we dive into the relevant research, connecting theory directly to application. You'll learn prompt engineering, debugging strategies, and how to optimize GenAI solutions for your specific needs, culminating in a class project tailored to you. "I really appreciated how Yan presented the demo and technical details with clear examples, while Yuzheng provided valuable insights into LLMs and practical guidance on their usage." – Software Engineer at Google, Cohort 7"Despite I was working on AI tools day-to-day, I find myself learning something new and in a deeper level, and be able to more effectively leverage AI to build solutions..." – UX Manager at Google, Cohort 7 We Created A LIfelong Community with over 5,000 AI BuildersYour enrollment includes lifetime access to our exclusive community: https://www.superlinear.academy/c/share-your-work/Connect with fellow innovators, share cutting-edge developments, find inspiration, and get support on your GenAI journey and career advancement. Ready to Build?We highly recommend the immersive experience of our cohort-based course. However, we also offer a self-paced version if your schedule requires flexibility: https://www.superlinear.academy/c/ai/All cohort students receive complimentary lifetime access to the self-paced course materials and community.

How we taught eight cohorts to get ahead and stay ahead in AI:


You know basic Python.

You want to apply AI to your daily work and boost productivity

You seek to understand AI.

You want to capture the opportunties in AI

Who is this course for

What you’ll get out of this course

Acquire hands-on skills by building useful GenAI prototypes. Master prompt crafting, AI integration, and essential tools for immediate application in your daily tasks. Receive personalized feedback to ensure your project's relevance and success.

Master Practical AI Building

Build a solid foundation in LLMs to confidently navigate GenAI developments. Learn to spot and seize opportunities by understanding the evolving landscape of AI technology from the inside out.

Gain Deep Research Intuition

Learn to automate complex tasks, significantly enhance efficiency, and maintain your competitive edge by strategically integrating GenAI. Overcome common challenges effectively through our unique "guided mistakes" approach.

Transform Your Daily Workflow

Cut through the clickbait. Get challenged to think critically, place GenAI developments in historical perspective, and predict future impacts with clarity.

Develop Critical AI Foresight

Get lifetime access to an exclusive, member-only community that we specially built. Connect with fellow builders for inspiration, sharing cutting-edge developments, and ongoing support in AI and career advancement.

Join a Lifelong Community of Builders (over 5,000 members)

Provide a brief description for each module as a way to sell the value of what students will be learning throughout the course.

First Module

Second Module

Third Module

Course syllabus

AI Company Builder & Investor (Landing AI, XVerse) | Author of the Bestselling Book 'Reimagined: Building Products with Generative AI'

Director of Software Engineering @ Salesforce | Ex-Google, Ex-Microsoft

What people are saying

Meet your instructor

Walkthrough building prototypes together. Learn their implications through LLM research and our technical insights.

Live Sessions

Content similar to the live sessions without the need for interactions. Fit your busy schedule and learn on your own pace.

Offline/Async Courses


Build your own GenAI solution for your particular use case. Apply the tools and mindsets learned in class

Weekly projects

Get feedback and coaching on your class project. Learn what other students have built.

Office hours

Course schedule

This course builds on live workshops and hands-on projects

Active hands-on learning

You’ll be interacting with other learners through breakout rooms and project teams

Interactive and project-based

Join a community of like-minded people who want to learn and grow alongside you

Course completed by

About this course

Get notified about the next cohort

Learn from live sessions