Learn With Numbers
Empowering middle and high school students to understand, question, and create with data
What is LWN?
Learn With Numbers (LWN) is a series of courses designed to help students build critical thinking and analytical storytelling skills through hands-on data projects.
LWN combines academic rigor with real-world relevance, making it accessible, engaging, and impactful for students at all levels.
Each course runs for 8 weeks and costs $400. The price includes all course materials and an hour of weekly instruction in small groups of maximum 5 students. Students start with the first course and can progress through the program at their own pace.
Space is limited, and enrolment is open for upcoming cohorts.
Foundations
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Turn messy numbers into clean tables, charts, and evidence-based claims.
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Run experiments, crunch results with simple models, and share findings with posters and reports.
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Turn your data into interactive dashboards and compelling visuals using free tools like Sheets, Looker, and Tableau.
Research
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Use R and Python as your toolkit to clean, analyze, and visualize data while building hands-on projects.
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Up your modeling game with GLMs, decision trees, clustering, and neural networks.
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Dive deeper into the mathematics behind the models and understand their limitations.
Cohorts and Enrollment
| Cohort | Enrollment Deadline |
Courses Start |
Courses End |
|---|---|---|---|
| Fall 2025 | Sep 27 | Sep 29 | Dec 5 | Winter 2026 | Jan 10 | Jan 12 | Mar 6 |
| Spring 2026 | Apr 18 | Apr 20 | Jun 12 |
| Summer 2026 | Jun 20 | Jun 22 | Aug 14 |
How to Enroll
To get started, please fill out the Interest Form. You'll be the first to receive a direct link to complete your registration and payment. Enrollment is on a first-come, first-served basis, and our cohorts are intentionally kept small to maximize individual attention and growth. All new students begin with Course 1: Data With Google Sheets.
What Our Classes Are Like
While our curriculum covers the foundations of AI and Machine Learning, we believe the teacher-student connection is an essential part of learning that cannot be replaced by mathematical models. Our classes are live and interactive, with each session split evenly between instructor-led lectures and hands-on student work. To reinforce learning, students receive weekly concept summaries and homework assignments, and are often expected to investigate questions to prepare for the next class.