Productivity

DS Academy

Name: DS Academy
Author: akhilvelagapudi

A 100 module data science curriculum with spaced repetition review and timed interview drills.

By akhilvelagapudiAdded 2 months ago · 1 review

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Why it exists

A hundred modules covering statistics, machine learning, deep learning and generative AI, unlocked in order as you earn your way forward, with spaced repetition review and timed interview drills on top.

The whole thing is a single HTML file. AI grading runs on your own Anthropic key, stored only in your browser, so nothing is sent anywhere else.

1 Review

Community feedback

priya_kadeMember review2 months ago

Went through the first dozen modules setting up DS Academy for our onboarding process. The spaced repetition scheduling is the standout bit, it actually resurfaces concepts before you forget them instead of just dumping content on a fixed calendar. Setup took longer than expected though, importing existing notes into their module structure isn't obvious and the docs don't cover it well. Timed drills are decent for interview prep once you're past the initial config grind.