ML Foundations

Interactive Learning Hub

A collection of focused training apps for building machine learning foundations — from mental math to probability to Python fluency.

NeuroMath

Cognitive Velocity Lab

Mathematics

Mental arithmetic trainer designed for neural retrieval speed. Build rapid calculation fluency through timed drills.

arithmeticspeed drillsmental math

TensorDojo

Linear Algebra Velocity Trainer

Mathematics

Linear algebra velocity trainer for ML. Practice matrix operations, eigenvalues, and transformations at speed.

matricesvectorstransformations

Bridge Algebra

Algebraic Fluency for ML

Mathematics

Build algebraic fluency essential for ML derivations. Practice symbolic manipulation and equation solving.

equationssymbolic mathderivations

AlgoMemory

Algorithm & Data Structure Practice

Algorithms

Algorithm and data structure memory practice. Strengthen recall of key patterns, complexities, and implementations.

algorithmsdata structurescomplexity

ML Python Trainer

Gamified NumPy & Pandas

Programming

Gamified NumPy and Pandas comprehension trainer. Master the Python data science stack through interactive challenges.

PythonNumPyPandas

Stochastic Lab

Probability with Spaced Repetition

Probability

Probability practice with spaced repetition. Build intuition for distributions, Bayes theorem, and stochastic processes.

probabilitystatisticsBayes