What it does

MLInterview is a curated list of external articles, videos, and courses covering statistics, machine learning, deep learning, NLP, SQL, and resume tips—plus a table of ~18 Indian AI startups with links to their careers pages. Think of it as a bookmark folder someone made public.

The interesting bit

The startup directory is the unusual half. Most interview prep repos stop at LeetCode and Andrew Ng; this one also tells you who might actually hire you in Bangalore or Hyderabad. The curation is India-centric, which fills a geographic gap that generic lists ignore.

Key highlights

• Covers the full pipeline: EDA, regularization, metrics, CNNs, NLP basics, SQL, and job-search soft skills
• Links to known resources: Towards Data Science, CS231n, Kaggle SQL handbook, Stanford CS 229 cheatsheet
• Startup table includes founding year and direct careers links (Arya.ai, Haptik, SigTuple, Locus.sh, etc.)
• Explicitly invites contributions via pull requests
• 542 stars suggests modest but real utility for its audience

Caveats

• Heavy reliance on Medium and Towards Data Science links, some of which may rot behind paywalls
• “Computer Vision” section is currently empty in the README
• Startup descriptions read like marketing copy pasted from the companies themselves
• No original content or practice problems—purely a link aggregator

Verdict

Worth a skim if you’re an Indian developer targeting local AI startups and want a single starting point. Skip it if you already have your own curated bookmarks or need hands-on coding challenges; this won’t replace Interview Query or LeetCode.