AI ML Prep vs LearnAI

Ace your AI and Machine Learning system design interviews with 226 questions used at top tech companies, including Google, Meta, Amazon, and more. Each question includes a structured expert answer, skill tags, and a 5-dimension rubric so you know exactly what interviewers look for: - Problem Framing - Technical Depth - System Thinking - Communication - Tradeoff Awareness Domains covered: - Recommendation Systems - NLP, LLMs, and Generative AI - Search and Ranking - Computer Vision - MLOps and Infrastructure - Fraud and Anomaly Detection - Ads and Click Prediction - Reinforcement Learning and Decision Systems - AI Agents and Content Safety How it works: 1. Get a daily question and build your streak 2. Think through your answer, then tap to reveal the expert answer 3. Record your answer with voice and score yourself on each rubric dimension 4. Mark questions as mastered as you improve Mock Interviews (Pro): Simulate a real ML system design interview with: - Quick Fire (15 minutes) - Standard Round (45 minutes) - Full Loop (90 minutes) You can focus on a specific domain or choose a random mix. Free tier: The first 4 easy questions in each domain are free. No time limit and no account required. Pro subscription: Unlock all 226 questions across all difficulty levels, plus: - Mock interviews - Company-specific filters - Voice practice recording Monthly and yearly plans are available. Built for ML engineers, data scientists, AI/LLM engineers, and computer science students preparing for FAANG and AI-first companies. Privacy Policy: https://lemon-tea-ai.github.io/aiml-interview-prep-legal/privacy/ Terms and Conditions: https://lemon-tea-ai.github.io/aiml-interview-prep-legal/terms/

LearnAI helps you master Artificial Intelligence and Machine Learning - from your very first neuron to designing production ML systems. Learn your way, at your level: - Beginner: plain-English intuition for students and newcomers - Intermediate: applied, interview-ready concepts for job seekers - Advanced: depth and systems for experienced practitioners What's inside: - 45+ lessons across 10 tracks (Foundations, Math, Classic ML, Deep Learning, NLP, Computer Vision, LLMs & GenAI, Reinforcement Learning, MLOps, Responsible AI) - Hands-on quizzes with instant scoring and explanations - Real ML system-design case studies with clear architecture diagrams - A Latest Developments feed to keep up with the fast-moving AI world - Beautiful, distraction-free design with in-app diagrams and videos Go Premium to remove ads and unlock every premium lesson, quiz and case study. Whether you're preparing for interviews, studying for class, or leveling up at work, LearnAI turns complex AI/ML ideas into clear, practical knowledge. ——— Legal: Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://learnai-prep.web.app/privacy.html