LeetLLM vs AI ML Prep

Learn AI and LLM engineering with a structured curriculum for developers, researchers, and engineers. Work through 197 lessons across 15 roadmap phases, from computing foundations and probability to Transformers, fine-tuning, retrieval, agents, inference, and production systems. LESSONS AND LEARNING TRACKS Follow the curriculum or choose a focused learning track. Continue with your next unread lesson, check your progress, and save bookmarks and notes in your library. QUIZZES AND MASTERY CHECKS Test your understanding with theory quizzes and lesson mastery checks. Unfinished attempts are saved. Review explanations, change your answers, and check again. OFFLINE READING Lessons, diagrams, formulas, glossary entries, and practice files are bundled in the app. Read and study without an internet connection. Coding execution is available on the LeetLLM website. AI AND ML GLOSSARY Explore 757 terms with explanations, formulas, examples, and links to related lessons. PERSONAL READING SETTINGS Choose your font, adjust text size, and use system, light, or dark appearance. Navigate articles by section and keep notes as you read. OPTIONAL ACCOUNT AND SYNC Use the curriculum as a guest, or sign in to sync learning progress across web and mobile. Leety can answer questions about the current page after sign-in and requires an internet connection.

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/