Mathematics
Check the calculus, linear algebra, probability, and statistics used in machine learning.
Screening
Work through questions across all three areas, from basic checks to more demanding applications. You can complete them over several sittings.
Review results
Use https://mlprep.iwase.dev/data/catalog.json and search for collection screening. Read my local attempts through window.mlPrepAgent, identify unmeasured, missing, and shaky skills, and send me to the most useful next question. Do not treat Screening as an official mock exam.Programming
Check Python, control flow, core data structures, and recursion.
Machine Learning
Check the main models, objectives, optimization methods, and evaluation concepts.
How to use it
- Answer a question without notes or tutoring, then record the initial outcome.
- Use Screening Results to find skills that are missing, shaky, or still unmeasured.
- Study those skills in Practice, then try another Screening question in a later sitting.