Meta ML Interview Questions
10 real machine-learning interview questions reported from Meta.
Practice on the problems board →Implement a 3-Layer MLP for Linear Regression (Pure Numpy)
Problem: Implement a 3-Layer MLP for Linear Regression Pure Python You are asked to implement a simple multi-layer…
Deep Learning & ArchitecturesLLM conceptual questions (Not tied with a particular company)
Conceptual Questions on Transformers and Language Models These questions and answers cover foundational concepts…
Research & Paper UnderstandingLLM with Beam Search and Nucleus Sampling (Meta MSL)
LLM Evaluation with Beam Search and Nucleus Sampling Meta MSL Background You are working on a large language model that…
LLMs & Prompt EngineeringMinimum Remove to Make Valid Parentheses
Given a string s of ' ' , ' ' and lowercase English characters. Your task is to remove the minimum number of…
Coding & Leetcode-style QuestionsDesign a Top-K trending items service
Design a system that continuously identifies the Top-K trending items on a large social platform for example, hashtags,…
System Design for MLDesigning YouTube
System Design Interview Question: Design YouTube Problem Statement Design a video-sharing platform like YouTube. Users…
System Design for MLDot Product with Run-Length Encoded Vectors
Problem: Dot Product with Run-Length Encoded Vectors You are given a 1D vector with many repeating subsequences of the…
Coding & Leetcode-style QuestionsCount Lakes Wrapped by a Given Island
Problem: Count Lakes Wrapped by a Given Island You are given a binary matrix of size m × n : - Cells with value 1…
Coding & Leetcode-style QuestionsMaze Solver Extension Ladder
Meta AI Coding Interview Question: Maze Solver Extension Ladder You are given a small Python codebase for solving and…
Coding & Leetcode-style QuestionsLongest Repeating Character Replacement
You are given a string s and an integer k. You can choose any character of the string and change it to any other…
Coding & Leetcode-style Questions