Get a personalized roadmap and courses built around your goals, level, and time.
Build Your Roadmap
What do you want to learn?
Popular paths

Want your own roadmap?
Generate a roadmap tailored to your own goal, level, and schedule.
The real problem
Too easy for you
Every course targets an average learner. Too basic if you have experience, too advanced if you don't, and it never adjusts either way.
Premade course: 40h, always the same
Still fits, so far
A premade course is 40 hours of content whether you like it or not. Only got 10 hours to spare? Too bad, it doesn't shrink to fit you.
You learn best from videos. Or articles. Or reading real code. Fixed courses force their format on you either way.
Tell CraftCourse your goal, your current level, and how many hours a week you really have. AI drafts a complete course sized to fit your life: modules, lessons, practice, and a final project.
LangChain Fundamentals
3 lessons
Chains & Prompts
Lesson
LLM Environment Setup
Lesson
Build Your First Chain
Practice
Agents & Tools
3 lessons
Tool Calling Basics
Lesson
Designing Agents
Lesson
Build an Autonomous Agent
Practice
A complete course outline generated from your goal, level, and weekly hours, modules, lessons, and practice included.
Build your own course
LangChain basics
Type to build your outline from scratch
Design your own outline from scratch: chapters, lessons, practice, durations. Full control.
Edit course structure
Drag to reorder · Click a title to rename
Rename, reorder, remove, or regenerate any part of the outline before you commit.
Choose your favorite format: YouTube video, a GitHub repo, a runnable Jupyter notebook, a Colab link, an article, an AI-written lesson, or notes you wrote yourself.
Every lesson comes with tools built for recall, not just consumption.
Take notes inside any lesson and keep them saved with the course.
What does LangChain help you build?
A quick quiz after each lesson so weak spots surface immediately.
Lesson Summary
LangChain lets you chain LLM calls, tools, and memory into a single pipeline for building AI agents.
Key Points
Key points distilled from the lesson content, on demand.
A structured written guide generated for any lesson you choose.
What does LangChain help you build?
Spaced-repetition cards built from what the lesson actually covers.
A visual map of how the concepts in a lesson connect.
Sage is your AI tutor inside every lesson. Unlike a generic chatbot, Sage knows your course, your level, and your quiz scores, so when you ask a question, the explanation meets you where you are instead of starting from zero.
Every course ends with a real evaluation matched to your goal. Pass it, and the certificate is yours.
For school and exam-prep courses
For general knowledge courses
For job-ready courses
For interview-prep courses
The difference
One CraftCourse subscription replaces a shelf of half-watched courses, and keeps you coming back.
How it works
Tell us what skill you want to master. Answer a few quick questions about your stack and preferences so the path is built around you, not a generic learner.
AI generates a visual roadmap of everything you need to learn, broken into milestones. Each milestone becomes a focused course with modules and lessons.
Work through each course at your own pace. Chat with Sage, take quizzes, earn XP, and get your certificate when you pass the final exam.
Pricing
No per-course fees. Learn as much as you want for one flat price.
No credit card required
No credit card required
For casual learners
7-day free trial
For serious learners
7-day free trial
For teams and organizations
Custom pricing per seat
FAQ
Everything you need to know about Potions, pricing, and Sage.
Can't find an answer? Contact us
Browse courses other learners have built and published.
AI Engineering Foundations
A hands-on introduction to how modern AI actually works : LLMs, prompting, RAG, fine-tuning, agents with live notebooks, curated videos, and a real build-your-own-agent capstone.
Python for Data Science Essentials
Master fundamental Python programming concepts and essential libraries for effective data manipulation and analysis, laying the groundwork for machine learning applications.
SQL Foundations and Analytics
A structured journey through relational database concepts and data manipulation techniques. Learners will progress from basic queries to complex joins and database design principles.
Git for Intermediate Developers
Master essential Git concepts and workflows to effectively manage code versions and collaborate with teams. Learn to handle complex branching strategies and resolve merge conflicts efficiently.
Google Cloud Essentials
Gain a foundational understanding of Google Cloud Platform services, learn core concepts like compute, storage, and networking, and explore how to deploy and manage applications in the cloud.
AI Production Lifecycle Essentials
Master the AI production lifecycle from initial problem definition and data handling to on-premise deployment and continuous model monitoring. Gain practical skills to navigate the realities of AI engineering.
Next.js Fundamentals
Learn the core concepts of Next.js and build your first full-stack web application. Understand routing, data fetching, styling, and deployment for modern web development.
AI Engineering Foundations
A hands-on introduction to how modern AI actually works : LLMs, prompting, RAG, fine-tuning, agents with live notebooks, curated videos, and a real build-your-own-agent capstone.
Python for Data Science Essentials
Master fundamental Python programming concepts and essential libraries for effective data manipulation and analysis, laying the groundwork for machine learning applications.
SQL Foundations and Analytics
A structured journey through relational database concepts and data manipulation techniques. Learners will progress from basic queries to complex joins and database design principles.
Git for Intermediate Developers
Master essential Git concepts and workflows to effectively manage code versions and collaborate with teams. Learn to handle complex branching strategies and resolve merge conflicts efficiently.
Google Cloud Essentials
Gain a foundational understanding of Google Cloud Platform services, learn core concepts like compute, storage, and networking, and explore how to deploy and manage applications in the cloud.
AI Production Lifecycle Essentials
Master the AI production lifecycle from initial problem definition and data handling to on-premise deployment and continuous model monitoring. Gain practical skills to navigate the realities of AI engineering.
Next.js Fundamentals
Learn the core concepts of Next.js and build your first full-stack web application. Understand routing, data fetching, styling, and deployment for modern web development.