whaleonearth/MLE-DS-Interview-Prep-Guide
This repo is meant to serve as a detailed guide for Machine Learning/AI interviews.
This guide provides a comprehensive three-month plan for Machine Learning Engineers, ML Scientists, and Applied/Data Scientists preparing for technical job interviews. It takes you from foundational coding skills and ML concepts through system design and behavioral preparation, helping you practice for various assessment areas. The output is improved efficiency, strategic topic prioritization, and progressive skill development, enabling users to confidently navigate interviews.
288 stars. No commits in the last 6 months.
Use this if you are an aspiring Machine Learning Engineer, ML Scientist, or Applied/Data Scientist looking for a structured, efficient, and comprehensive plan to prepare for technical interviews over three months.
Not ideal if you are looking for a quick brush-up on a single topic or if your interview is happening very soon and you don't have several months for preparation.
Stars
288
Forks
74
Language
—
License
MIT
Category
Last pushed
Apr 08, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/whaleonearth/MLE-DS-Interview-Prep-Guide"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
KalyanKS-NLP/LLM-Interview-Questions-and-Answers-Hub
100+ LLM interview questions with answers.
datawhalechina/daily-interview
Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star
jackaduma/awesome_LLMs_interview_notes
LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案
Picovoice/pico-cookbook
Recipes for on-device voice AI and local LLM
wdndev/llm_interview_note
主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题