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Built for Engineers by Engineers

Master Math byDoing It.

Interactive math for engineers, ML devs, and game developers.

Learn interactive math for engineers with Python labs, visual intuition, and hands‑on practice.

168
Interactive Lessons
3
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Python
In‑Browser Labs
168 lessons • 3 live courses • New lessons weekly
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Interactive by Design.

Static formulas lie on the page. Interactive models build intuition that sticks forever.

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gradient_descent.py
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# The derivative function
def f_prime(x):
    return x - 1

# Current Position (Interactive)
x_val = 4.00

# Calculate Slope instantly
slope = f_prime(x_val)

print(f"Gradient: {slope}")
Output
> Gradient: 3.0000_

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Your Mathematical Radar

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Calculus85%
Linear Algebra72%
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Alex K., ML Engineer

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Building a custom physics engine for game development

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Priya M., Game Developer

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Linear Algebra Foundations

Mastered

Multivariable Calculus

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Neural Networks from Scratch

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Physics-Based Graphics

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Expert Math Architect

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Specialized Math. No Fluff.

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Math for ML

Build neural networks. From scratch.

  • Backpropagation intuitively
  • Gradient descent algorithms
  • No-framework implementation
More tracks in development.

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168
Interactive lessons
Python
In-browser labs
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What You’ll Be Able To Do In 7 Days

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Build intuition fast
See concepts move, not just symbols on a page.
Practice, not passive watching
Short theory beats followed by challenges.
Code meets math
Use Python labs to test ideas immediately.
Feel real progress
Track mastery across lessons and courses.
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