🗺️ The Neural Realm

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World 0

NeuroJungle

Explore how the brain works before you model it

0/4 quests200 XP total
1.What Is the Brain?95 XP2.Human Psychophysics50 XP3.Behavioral Readouts50 XP4.Brain Signals: Spiking Activity70 XP
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World 1

Python Basics

Learn to speak the language of science

0/14 quests280 XP total
1.What is Python?25 XP2.Numbers, Text & Truth30 XP3.Lists: Collections of Data30 XP4.For Loops80 XP5.Functions35 XP6.NumPy: Fast Arrays35 XP⚔️Boss Battle: Debug the Broken Neuron50 XP8.Matplotlib: Plot Like a Neuroscientist70 XP9.2D Arrays: Populations of Neurons45 XP10.Statistics & Ensemble Analysis45 XP11.Simulation: Integration & Time Steps50 XP12.Stochasticity: Random Inputs & Noise45 XP13.Capstone: Full LIF Neuron Project50 XP⚔️FINAL BOSS: Master the LIF Neuron70 XP
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World 2

Simulate a Neuron

Use Python to simulate neuron spikes. The same model used in NMA course.

0/7 quests350 XP total
1.The LIF Equation50 XP2.For Loops & Synaptic Current50 XP3.Simulating Voltage55 XP4.Plotting the Simulation55 XP5.Random Input45 XP6.Lists & Ensemble Statistics60 XP7.NumPy for Real Science65 XP
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World 3

Math Mountains

Linear algebra and calculus — the engine behind every model

5/6 quests600 XP total
1.Vectors200 XP✅Matrices100 XP✅Discrete Dynamical Systems100 XP✅Differentiation & Integration100 XP✅Differential Equations100 XP✅Numerical Methods100 XP
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World 4

Stats Swamps

Probability, distributions, and inference

0/4 quests320 XP total
1.Probability Basics30 XP2.The Normal Distribution35 XP3.Hypothesis Testing35 XP4.Boss Battle: Stats Slam50 XP
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World 5

Computation Caves

Models, simulations, and NMA prep

0/5 quests400 XP total
1.Linear Regression40 XP2.Gradient Descent45 XP3.Dimensionality Reduction & PCA45 XP4.NMA Day 1 Prep40 XP5.Grand Boss: NMA Champion60 XP
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Final Challenge

NMA Gate

Complete all 5 worlds to unlock