MindForge AI vs MRCP Part 2 Prep

MindForge AI makes you fluent in AI. Tokens, embeddings, context windows, RAG, the agent loop — the vocabulary and mental models that let you read a real tutorial, follow a real repo, and stop drowning in a field that reinvents itself monthly. Five minutes a day. EVERY PATH ENDS BY SENDING YOU SOMEWHERE ELSE Finish a path and it hands you a concrete thing to go build — in a real editor, on your own machine, with a time estimate attached. Not "keep learning!" — an actual assignment. This app is the warm-up and the memory layer; the real learning happens in the editor. FOUR PATHS, ONE ARC • AI Fundamentals — what these things actually are AI, ML & Deep Learning • LLMs & Prompt Engineering — how to talk to them LLM Foundations · Prompt Patterns That Work • RAG & Embeddings — how to give them your data Embeddings Explained · Your First RAG Pipeline • AI Agents — how to let them act The Agent Loop Six courses. Bite-size lessons that teach exactly one idea and bust one misconception beginners actually have — "RAG teaches the model" (it doesn't), "the model runs your tools" (it doesn't). Interactive quizzes build toward boss exams; pass one and earn a certificate with a completion code. EXPLAIN — A PLAIN-ENGLISH CONCEPT LIBRARY Nine core ideas — LLMs, neural networks, transformers, hallucination, embeddings, RAG, fine-tuning, agents, and MCP — each written out in plain English, browsable and searchable, with a "go deeper" technical version for when you want it. Hand-written, not generated. No chat, no model to wait on, no quota — free to read. READ CODE WITHOUT FEAR A built-in playground and a library of challenges with test cases. Run it, break it, fix it, see what the error actually means. The goal is literacy — being able to open a real repo and know what you are looking at. REMEMBER WHAT YOU LEARN Spaced-repetition flashcards (the same SM-2 method behind Anki) resurface concepts right before you'd forget them. Fluency is a memory problem, and this is the part of learning an app is genuinely good at. LEARNING THAT STICKS Streaks, XP, levels, daily quests, achievements, and leaderboards turn five minutes a day into a habit you keep. And Embry — the small anxious robot who runs the place — will have feelings about your streak. WHAT YOU GET, FREE Three lessons and fifteen code runs every day, plus the entire Explain library — free to read. The app is ad-supported and runs on your device — no account, no sign-up, no backend. Get fluent — then go build the thing. Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://helionixlabs.com/mindforge/privacy

MRCP Part 2 Prep helps physicians prepare for MRCP(UK) Part 2 Written–style best-of-five practice with original clinical questions, data interpretation themes, timed mocks, and clear rationales. IMPORTANT: Full access requires an In-App Purchase (auto-renewable subscription or lifetime unlock). The download is free; practice content unlocks after purchase. Restore Purchases is always available on the paywall and in Settings. WHAT YOU GET • 2,000+ original best-of-five questions across major medical specialties • Data-interpretation style stems (labs, ECG themes, clinical scenarios) • Timed specialty mocks and two-paper style practice • Quick practice, practice-by-specialty/topic, and weak-area drills • Review incorrect answers and bookmarks • Flashcards with spaced repetition • Progress dashboard: readiness %, per-specialty mastery, streak, exam countdown • Works fully offline — no account required WHO IT'S FOR Doctors preparing for the physician written exam pathway commonly associated with MRCP(UK) Part 2 Written. Build clinical reasoning speed with structured daily BOF practice. SPECIALTIES INCLUDE Cardiology, Respiratory, Gastroenterology, Neurology, Nephrology, Endocrinology, Rheumatology, Haematology, Infectious Diseases, Clinical Pharmacology, Acute Medicine, Geriatric Medicine, Oncology, Dermatology, Psychiatry. SUBSCRIPTIONS (USD reference) • Monthly Premium — $9.99 / month • Yearly Premium — $34.99 / year (best value) • Lifetime Access — $59.99 one-time Payment is charged to your Apple Account. Subscriptions auto-renew unless cancelled at least 24 hours before the period ends. Manage in App Store account settings. Privacy Policy: https://joykhansayan1.github.io/mrcp-part-2-prep/privacy.html Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Custom Terms: https://joykhansayan1.github.io/mrcp-part-2-prep/terms.html Support: https://joykhansayan1.github.io/mrcp-part-2-prep/support.html DISCLAIMER Independent educational study aid by MD Shahariar Nazim Joy. Not affiliated with, endorsed by, or connected to MRCP(UK) or the Federation of Royal Colleges of Physicians. “MRCP” and “MRCP(UK)” are trademarks of the Federation. Original practice content only — not medical advice and does not guarantee any exam outcome. Always rely on official MRCP(UK) guidance for regulations and registration.