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CodeNeuron

Hands-on ML practice. Real scenarios, a browser IDE, and instant feedback — so you learn by actually shipping solutions, not watching lectures.

Try it live → Learn more
9 Core Topics
30+ Structured Problems
4 Step Workflow
40+ Registered Users
The Problem

ML learning is broken. You read theory, watch tutorials, then freeze when a real problem lands in front of you. Plenty of content exists. Structured practice doesn't. CodeNeuron is built to close that gap.

What You Get

Built for doing, not watching

Every feature exists to keep you in flow — writing code, seeing results, building intuition.

🧪

Browser IDE

Write and run Python against real datasets. See plots, metrics, and outputs inline — no setup.

📖

Story-Driven Problems

Real-world scenarios with goals and constraints. Not puzzles — actual end-to-end tasks.

📊

Instant Feedback

Metrics, plots, and dataset previews appear as you work. Know if your solution is right immediately.

🧠

Just-in-Time Theory

Short concept notes surface only when you need them. Learn the why without breaking momentum.

The Workflow

Every problem follows the real ML loop

01

Preprocess

Clean, transform, and understand the dataset.

02

Model

Pick an algorithm, set parameters, fit your data.

03

Evaluate

Score your model. Understand where it fails.

04

Visualize

Plot results. Build the intuition that sticks.

Built With
Frontend
⚛️
ReactComponent UIFrontend
ViteDev & bundlerFrontend
🎨
TailwindStyling systemFrontend
Backend
🚀
FastAPIREST APIBackend
🐍
PythonCore ML logicBackend
Infrastructure
🐳
DockerContainerizationInfrastructure
🔥
FirebaseAuth & databaseInfrastructure
☁️
Cloud RunServerless deployInfrastructure
What's Next

We're just getting started

🧠
More topics
Deep learning, NLP & time series.
💡
Hints & walkthroughs
Layered hints so you get unstuck fast.
📍
Learning paths
Guided tracks with progress milestones.
📊
Smarter feedback
Better metrics & model diagnostics.
👥
Community
Share solutions, discuss approaches.
Try It

Stop watching.
Start building.

CodeNeuron is free and live. Open a problem, write some code, see what happens.

Open CodeNeuron →