MicroshiftIQ vs ML_Engineering

Grow smarter in just 5 minutes a day. MicroShiftIQ delivers bite-sized lessons on Psychology, Finance, Science, History, and more — designed for busy people who want to keep learning without the time commitment of books or courses. Learn the way your brain loves best: short, visual, swipeable cards that make complex ideas click instantly. HOW IT WORKS: Each lesson is a beautifully designed set of 12–20 swipeable cards. Read one lesson over your morning coffee, your commute, or a lunch break. Complete a lesson, earn XP, extend your streak — then come back tomorrow. Swipe through cards to absorb ideas in seconds Quiz checkpoints lock in what you learned Earn XP, badges, and streak rewards every session Bookmark your favourite insights to revisit anytime TOPICS THAT ACTUALLY MATTER: Psychology & Human Behaviour — Understand why people do what they do Money & Investing — Financial concepts they never taught in school Science Simplified — The universe explained in 60 seconds History's Greatest Stories — The most fascinating true stories ever told Philosophy & Stoicism — Timeless frameworks for a better life Business & Entrepreneurship — Mental models from the world's best founders New lessons added every week across every topic. BUILD A REAL LEARNING HABIT: MicroShiftIQ uses proven habit-formation science to keep you coming back: Daily Streaks — Don't break the chain. Your streak is your momentum. XP & Levels — Level up in each topic as your knowledge grows Badges & Milestones — Celebrate every achievement Custom Daily Goals — Set 1, 3, or 5 lessons per day MICROSHIFTIQ PRO: Unlock the full learning experience: • Unlimited lessons — every lesson, every topic, no daily caps • Unlimited Bookmarks — save any card and revisit your insights anytime • New Lessons added periodically — fresh content added every week across every topic • Ad-Free Experience — pure, distraction-free learning, always Try Pro free for 7 days. Cancel anytime — no charge until the trial ends. PERFECT FOR: Professionals who want to stay sharp without long commitments Students who want context beyond the classroom Curious minds who are never done learning Anyone who wants to feel a little smarter every single day Download MicroShiftIQ. Learn something new today. Terms of Use (EULA): https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://microshiftiq.web.app/privacy

Become a machine learning engineer—starting exactly where you are. ML_Engineering is a complete interactive learning environment for iPhone, iPad, and Mac. Begin with basic arithmetic, examples, features, labels, and your first prediction baseline. Progress through Python, NumPy, pandas, statistics, feature engineering, classical machine learning, deep learning, computer vision, NLP, forecasting, recommendations, model serving, MLOps, monitoring, responsible ML, distributed training, LLM systems, and principal-level ML architecture. LEARN BY DOING • 40 structured courses from beginner to advanced • 400 substantive interactive lessons • 140 editable, syntax-highlighted code labs • 100 quizzes with validation and explanations • 80 architecture decisions based on production trade-offs • 80 guided concept exercises • Progressive hints that help without giving away the answer BUILD A SERIOUS ML PORTFOLIO Complete 40 practical projects: 12 Beginner, 14 Intermediate, and 14 Advanced. Build baselines, classifiers, forecasts, recommenders, vision and language models, feature stores, inference services, experiment systems, model registries, drift monitors, ML delivery pipelines, distributed training, LLM evaluation, governance controls, and a principal ML platform design. Every project includes an editable workspace, four milestones, checks, and outcomes you can explain in an interview. YOUR PRIVATE ML ENGINEERING TUTOR Ask from any lesson or project. Tutor Core can begin with basic arithmetic, define every new term, explain how models learn, diagnose code and architecture, and continue until the idea clicks. Offline Core is included and never sends questions anywhere. Compatible devices can add private Apple on-device generation. API, Ollama, and LM Studio connections are always optional. WATCH YOUR ML SYSTEM TAKE SHAPE Every completed lesson, course, and milestone advances a living ML-system construction scene—from problem framing and a baseline through features, training, serving, monitoring, and production guardrails. DESIGNED FOR SERIOUS PROGRESS Earn XP, build streaks, bookmark material, track role readiness, choose daily goals, switch between light and dark interfaces, and move naturally among iPhone, iPad, and Mac. FREEMIUM AND PRO Explore the first module of every course for free, keep your learning progress, and upgrade only when you are ready. ML_Engineering Pro unlocks the complete curriculum, every lab and portfolio project, and contextual Tutor access across iPhone, iPad, and Mac. Choose a monthly plan with a 14-day free introductory trial or an annual plan with a 7-day free introductory trial, when eligible. Prices are shown before purchase. Payment is charged to your Apple Account after confirmation. Subscriptions renew automatically unless cancelled at least 24 hours before the end of the current period. Restore purchases or manage your subscription directly from the app. Terms of Use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/ Privacy Policy: https://github.com/lukekevinmclaughlin-oss/ML_Engineering/blob/main/PRIVACY.md