Posit Workbench + Positron
Enterprise cloud IDE — R, Python, and Quarto with zero setup
Our Mission
Building the Future of Data Science Education
We're creating the infrastructure that bridges academia and industry — enterprise tools, real workflows, and a platform that makes employers, students, and educators equally confident.
Why We Exist
The Gap We're Closing
Data science and AI are evolving faster than traditional education can keep up. Students graduate with theoretical knowledge but lack the production workflows employers actually need. Universities piece together Jupyter notebooks, Colab, and LMS pages — a fragmented experience that doesn't mirror real work.
Meanwhile, employers spend months onboarding new hires because academic projects don't translate to professional environments. The tools are different. The workflows are different. The expectations are different.
We're building the platform that solves this. Not just courses — an entire ecosystem where students learn on the same enterprise infrastructure data teams use in production. Where educators can focus on teaching, not debugging environments. Where employers can trust that graduates actually know how to ship.
Our Approach
The Masterclass → Workshop → Course Flow
We've built a learning architecture that takes students from awareness to mastery — with real projects at every step.
1
Masterclasses
Free, high-quality sessions that introduce concepts and spark interest. No barrier to entry — just show up and learn.
2
Workshops
Live, hands-on training with real practitioners. Code along, ask questions, build something real in a single session.
3
Courses
Deep, self-paced curricula with portfolio projects. The comprehensive training that makes you job-ready.
The Platform
Enterprise Tools for Everyone
We've partnered with Posit to bring the same infrastructure Fortune 500 data teams use to students, universities, and training centers. No more piecing together tools — one platform that just works.
Reproducible Environments
Snapshot configurations that eliminate "works on my machine"
AI Coding Assistants
Built-in help that teaches concepts, not just solutions
Admin Dashboards
Track progress across cohorts with real-time analytics
Official Partner
Who We Serve
Building for the Entire Ecosystem
Our platform isn't just for students. We're building infrastructure for everyone involved in data science education.
Students
Learn on enterprise tools with portfolio projects that get you hired
Universities
Supplemental curriculum with admin oversight and LMS integration
Employers
Upskill teams and onboard new hires with confidence
Creators
Build and sell courses on our enterprise-grade platform
Our Commitments
What We Stand For
Real Workflows, Not Toy Examples
Every project mirrors what you'd actually do on the job. Real data, real tools, real expectations.
Keep Up With the Pace of Change
Data science evolves fast. Our curriculum and tools evolve with it — no outdated content.
Enterprise-Grade, Accessible to All
The same infrastructure Fortune 500 teams use — available to individual learners and small programs.
Academic Rigor, Industry Relevance
Courses that satisfy educators and impress employers. The best of both worlds.
Join Us
Whether you're a learner, educator, or employer — we're building this for you. Let's shape the future of data science education together.