Intuition-first videos with practical projects. Gentler pacing than fast.ai.
Beginner picks
No prior experience assumed. Start here if the topic is new to you. 202 picks across all topics (136 free), newest first.
202 picks
Learn the pen tool through a game. Removes the most common frustration in vector software.
Short project-based classes on Figma, wireframing, and portfolios. Learn one skill at a time.
Math, statistics, Python, and ML in one package. Breadth over depth, at a modest price.
Short project-based classes on specific styles — street, food, portraits. Learn by assignment.
Old-fashioned but reliable practice problems with instant feedback. Good for drilling.
Project-based classes on editing, YouTube workflows, and short-form video.
Amazon's visual essays on bias-variance, ROC curves, and more. Beautiful and accurate.
A browser game that trains your eye for letter spacing. Five minutes a day sharpens it fast.
Immersion-style lessons with speech recognition that helps with tricky French pronunciation.
Immersive picture-based lessons with speech recognition. Good for pronunciation confidence.
Immersion lessons with speech recognition that gives useful feedback on tones.
Immersive, picture-based lessons with speech recognition. Good for learners who dislike grammar tables.
A compact course on descriptive statistics, inference, and regression. A good-value refresher.
Ramsay on knife skills, eggs, pasta, and fish. Precise technique from a demanding teacher.
A Python-first alternative to Google's certificate, with more machine learning toward the end.
A wide survey of channels in one course. Useful for small-business owners doing it all themselves.
Erich Andreas' thorough course with a clear progression. One purchase covers years of material.
Phil Ebiner covers camera modes, genres, and editing basics in one affordable package.
A practical overview of the role, from wireframes to metrics. Popular with career switchers.
A veteran broadcaster on connecting with audiences and handling nerves. Warm and practical.
Jose Portilla's PostgreSQL course. Clear and practical, with plenty of exercises.
Spanx's founder on bootstrapping, product, and selling with little money. Candid and motivating.
A project-based Premiere course from import to export, regularly updated. Straightforward and clear.
Lindsay Marsh covers theory and Adobe tools together, with many practical projects.
A broad tour of classic algorithms with code templates. Light on theory, heavy on doing.
A business-school take on design thinking, with real cases. Good for designers working with executives.
Colt Steele's approachable walk through Big O and problem-solving patterns, in JavaScript.
Stephen Grider's diagrams make interfaces, goroutines, and channels intuitive. Best for visual learners.
Angela Yu's long-running iOS course. Many small apps, with both UIKit and SwiftUI.
Jonas Schmedtmann explains why, not just how. Long, but the projects build real confidence.
Stephen Grider diagrams ownership and lifetimes visually, which gets many people past the borrow checker.
Angela Yu covers front end through Node and databases. Good if you like one teacher end to end.
The encyclopedia of financial terms. Look up anything you don't understand before acting on it.
One small project a day for 100 days. Best for people who need a daily habit, not a syllabus.
The Open University's free short courses on data and statistics. Clear, self-paced, and well structured.
Helpful for a daily habit and kana practice. Pair it with a real grammar guide.
Misa explains grammar nuances clearly with many examples. Ideal for "but why?" questions.
The classic immersion series, still free. Dated fashions, timeless teaching method.
Meta's official training for Facebook and Instagram ads. Learn the platform before trusting agencies.
Practical, templated advice on cold email, follow-ups, and pipelines for small teams.
Safe temperatures, storage times, and handling basics. Five minutes of reading prevents real illness.
A short, sensible course on nutrition and home cooking. Shifts how you shop and plan meals.
Bill Aulet's method for finding a first customer. The opening of MIT's Disciplined Entrepreneurship.
A long guided path from HTML to deployment, all in the browser. Requires a Pro subscription.
Project-based classes from working designers — logos, posters, lettering. Build a portfolio piece by piece.
Free, impartial guidance backed by the UK government on budgeting, debt, and pensions.
Short, well-researched videos on budgeting, debt, and investing basics. Fun and trustworthy.
Local clubs where you speak regularly and get structured, kind feedback. Nothing beats reps.
Preparing, practising, and delivering speeches, with recorded video assignments and feedback.
Docs for a free, open-source editor that runs anywhere. Good for editing on a budget.
A short essay with a big payoff: plain words, short sentences, honest ideas.
NumPy, pandas, and visualization projects checked by automated tests. Free certification included.
The biggest library of chords and tabs. Check the ratings — quality varies a lot.
Free lessons and exercises on notes, intervals, and chords. Theory that makes the fretboard make sense.
Thousands of practical tips for every genre. Good for answering specific questions quickly.
The flashcard app serious learners rely on. Start with a vetted core-vocabulary deck.
Fast, free Japanese–English dictionary with kanji breakdowns and example sentences.
Free beginner units from the Open University, with audio and cultural notes.
Podcast lessons that explain tones and phrases patiently. Great for commute listening.
Implements the core structures in Python step by step. Good for learners who learn by typing.
A light daily habit for vocabulary. Combine it with real listening to make it count.
Free short courses from the Open University, from absolute beginner to intermediate.
The best free dictionary and conjugation reference, with clear grammar guides. Bookmark it now.
Structured podcast lessons with a teacher and a learner. Easy to fit into a commute.
The classic long-form SEO primer, kept up to date. Read it end to end once.
Free, thorough SEO courses from a tools company that publishes its own data.
Free, gamified modules on CRM and sales process. Especially useful if your team runs on Salesforce.
Discovery calls are customer interviews. This teaches you to learn what buyers actually need.
Four elements that make food taste good. Teaches you to cook without recipes.
Tested recipes with cost per serving. Great for learning to cook well on a tight budget.
Technion's four-course path from idea to business plan. Structured, practical, and graded.
Structured, graded, and ends with React. The certificate helps if you're changing careers.
Practical design tips and speed-design sessions. Easy to follow and heavy on real technique.
Free Open University courses on managing money, budgeting, and financial decisions. UK-oriented.
The SEC's plain-English investor education, with fraud warnings and fee calculators. US-focused.
Practical vocal tools — register, pace, pitch — in ten minutes. Try the warm-ups before your next talk.
Stanford's hugely popular talk on speaking off the cuff. Practical techniques for impromptu moments.
University of Michigan's applied statistics, taught through Python notebooks. Good for analysts who code.
The short, funny classic on usability. Readable in an afternoon, useful for a whole career.
A visual-design-first counterpart to Google's certificate. Stronger on layout, type, and interface craft.
Quick, practical Premiere and After Effects tips. Learn one technique at a time.
Friendly, thorough DaVinci Resolve tutorials, including color grading and Fusion basics.
Short story, narrative essay, and memoir taught by published authors, with peer workshops.
Highlights long sentences and passive voice. A blunt, useful mirror for wordy drafts.
Hadley Wickham's tidyverse book. If you choose R, this is where to begin.
Slow, clear tutorials for thousands of popular songs. Learn the music that made you pick up a guitar.
Berklee's structured introduction to technique, chords, and basic notation.
Michigan State's structured course from camera basics to composition and editing, with peer feedback.
Official editing tutorials with sample images. Learn to develop RAW files properly.
Codecademy's free SQL course. Well-paced lessons in the browser, no database setup needed.
A structured, graded introduction aimed at analysts. Good if you want a certificate.
Official, runnable tutorials. Start with "Learn the Basics" before any third-party course.
Free story-based lessons from Japan's public broadcaster, with audio and text. Well produced.
The textbook most universities use. Structured and thorough; pair it with its workbook.
The essential Chinese dictionary app, with handwriting input and flashcards. Install it first.
A light daily habit for characters and phrases. Add real listening to make progress stick.
Animations of every classic data structure and algorithm. Use it whenever a diagram would help.
Illustrated and friendly. The right book if algorithm textbooks have intimidated you before.
A free audio course that has you constructing French sentences out loud from the start.
Friendly, structured podcast lessons. Perfect for learning on a walk or a commute.
Short browser exercises on syntax and basics. A warm-up before building anything real.
Good for a daily habit and vocabulary. On its own it won't make you conversational.
Vocabulary and grammar through everyday situations, with graded quizzes and structure.
Search, social, email, analytics, and e-commerce with portfolio projects. Broad and job-oriented.
Google's own explanation of how to be found in search. Cuts through most SEO myths.
Pure language drills without Xcode. Useful for getting Swift syntax down before tackling apps.
Walks through The Book on video, plus ecosystem news. For people who'd rather watch than read.
Research-backed persuasion for people who don't think of themselves as salespeople.
University of Michigan's practical negotiation course, with a real contract case. Useful for every deal.
Recipes that explain why they work, tested obsessively. You'll learn technique while cooking dinner.
Clear episodes on essential techniques — knife skills, eggs, sauces. Approachable and well produced.
Short lessons with an in-browser editor. Comfortable if a blank text file intimidates you.
Darden's course on modern, agile product management. Useful structure for newcomers to the role.
A step-by-step method for finding product-market fit. Concrete where many PM books stay abstract.
The essays that shaped a generation of founders. Start with "Do Things That Don't Scale."
Short, friendly lessons on layout and branding basics. Useful even if you later move to Adobe tools.
Official hands-on tutorials with sample files. Learn the tool from its makers before paying for courses.
Budgeting, credit, loans, taxes, and investing basics explained plainly, with practice questions.
Community-written guides to low-cost, long-term investing. Start with the "Getting started" page.
Practical guides to usability testing and surveys. Clear and tool-agnostic despite the vendor.
MIT's legendary lecture on speaking and slides. Dense with rules you'll use forever.
Eight minutes on the one idea every talk needs. The best short primer on talk structure.
Browser-based projects with instant feedback. Good if video lectures make your attention drift.
A tight write-run-check loop in the browser, no setup. Most modules need a paid plan.
A free, peer-reviewed introductory textbook used in hundreds of courses. Excellent exercises.
Josh Starmer makes p-values, distributions, and regression understandable. Great alongside any course.
Psychology principles behind good interfaces, one clear page each. Handy vocabulary for design reviews.
Official walkthroughs of auto layout, components, and prototyping. Learn the tool properly once.
Free official books and videos for a free professional editor. The best zero-cost starting point.
Adobe's official hands-on tutorials. Start here if your workplace already uses Creative Cloud.
A bestselling novelist's full university course, free. Plot, character, and the business of publishing.
The standard free reference for grammar, punctuation, and citation. Answers "is this right?" fast.
Short seaborn exercises that get you making sensible charts quickly.
Spreadsheets, SQL, Tableau, and R with a career focus. Recognized by many entry-level employers.
The most complete free guitar course anywhere. Methodical, encouraging, and organized in grades.
Friendly beginner lessons and songs in small steps. Ideal for your very first weeks.
Clear explanations of exposure, depth of field, and light, with interactive diagrams. Timeless fundamentals.
An interactive book built on one real dataset. Teaches you to think in queries.
Solve a crime by querying a database. A fun, surprisingly effective way to practise joins.
Search, optimization, and neural networks in Python. A rigorous tour before specializing.
Mnemonics that get hiragana into your head in a few days. Do this before anything else.
A free, logical grammar guide that explains Japanese on its own terms, not by English analogy.
Hands-on notebooks with real data in a few hours. Then enter a beginner competition.
A gentle, well-organized start covering pinyin, tones, and daily phrases. Consistently well reviewed.
Every syllable with audio. Get tones right early and everything later gets easier.
A gentle, visual introduction to searching, sorting, recursion, and graphs.
Free exercises built around real TV clips, sorted by CEFR level from A1 to C1.
Radio France Internationale's lessons and slow news in French. Excellent listening practice.
Teaches Go and test-driven development together. Good habits from the very first chapter.
UC Irvine's structured introduction, including concurrency. Good if you want graded assignments.
A free audio course that teaches you to build sentences by thinking, not memorizing. Remarkably effective.
Thousands of hours of comprehensible-input video sorted by level. Watch daily and understanding grows.
A free, certificate-bearing course on content, SEO, and nurturing leads. Vendor-flavored but solid.
Official training for Google Ads and Analytics. Required before you spend money on search ads.
Apple's step-by-step tutorials with finished sample projects. Polished and kept current.
Learn Swift on iPad or Mac through guided puzzles. Good for younger learners and total beginners.
Runnable examples for every core concept. Useful when prose explanations aren't clicking.
Google's internal Android training, open-sourced. A fast course for people who already program.
HubSpot's free course on modern, buyer-centred selling. A sensible foundation for any sales role.
Hundreds of bite-sized browser challenges ending in five certification projects. Great for daily practice.
Beautifully written and demanding. Better as a second pass than as your very first exposure.
Free essays on empowered teams, discovery, and the PM role from the author of Inspired.
Clear primers on roadmaps, backlogs, and working with engineers in agile teams.
Y Combinator's free course on ideas, users, and fundraising. The best free founder curriculum.
Essays and talks from YC partners on every stage. Search it before paying anyone for advice.
Small projects built in the browser. You'll finish with a handful of basic but real pages.
Google's modern CSS course: box model, flexbox, grid, and the cascade explained properly.
Image-making, typography, shape, and color taught by CalArts faculty. A real art-school foundation.
The fastest way to make any document look professional. Read "Typography in ten minutes" first.
IDEO's free primer on the process many product teams still use. A good shared vocabulary.
Free method cards and activities from Stanford. Great for running your first design workshop.
The same Dr. Chuck material with graded assignments and a certificate, if structure keeps you going.
MIT's intro lectures and problem sets. More computer science than syntax — an ideal second course.
Complete, patient coverage from averages to inference, with practice for every skill.
Brown University's visual introduction to probability and statistics. Beautiful, interactive, and short.
The most structured path into UX: research, wireframes, prototypes, and three portfolio projects.
Decades of research-backed usability guidance, free. Search here before inventing your own rules.
Written by pandas' creator. The definitive guide to cleaning and reshaping data in Python.
A few hours of hands-on exercises. The quickest way to get comfortable with DataFrames.
Short interactive lessons that have you writing real queries within an afternoon.
Friendly talk-through lessons for complete beginners, with in-browser practice after each.
Top-down: train real models in lesson one, then learn why they work. Free and excellent.
Visual intuition for backpropagation, transformers, and attention. Watch before starting any course.
The standard first ML course. Andrew Ng's teaching is famous for a reason.
Google's fast, practical introduction with interactive visualizations. A solid overview in a weekend.
Sedgewick and Wayne's classic, free on Coursera. Rigorous implementations with excellent visual explanations.
Builds arrays, linked lists, hash tables, and trees in C. Superb foundations for everything else.
The official in-browser tour. Two or three evenings and you'll have covered the whole language.
Annotated example programs for every common task. The page you'll keep open in a tab.
Paul Hudson's free, structured daily course. The most complete free path into SwiftUI.
The official language book. Read the Language Guide chapters alongside any course.
The official book and the shared vocabulary of the Rust community. Read it cover to cover.
Small broken programs you fix one by one. Pairs chapter by chapter with The Book.
Thorough, modern, and free, with exercises every chapter. The best single resource for learning the language.
Mozilla's official guide. Pair it with the MDN reference pages you'll use for the rest of your career.
Sets up a real developer environment on day one and makes you build. The most honest beginner path.
Mozilla's structured curriculum for HTML, CSS, and JavaScript. Accurate, accessible, and regularly updated.
Harvard's CS50 rigor applied to Python alone. Problem sets are hard enough to make ideas stick.
Dr. Chuck assumes nothing, which makes this the gentlest serious start for complete non-programmers.
Teaches Python through real chores — renaming files, scraping pages, filling spreadsheets. Motivation built in.
The official tour. Terse, but accurate and always current with the latest release.