External Resources

[ML with Ruby](https://github.com/arbox/machine-learning-with-ruby#readme) - Learning, implementing, and applying Machine Learning using Ruby.

Models for Apple's machine learning framework.

Solving problems in finance with machine learning.

Providing insight, explanations, and interpretability to machine learning methods.

WebGL-accelerated machine learning JavaScript library for training and deploying models.

Framework that optimizes TensorFlow models for on-device machine learning.

A type of vulnerability that specifically targets machine learning models.

AI and machine-learning projects built on Blockchain.

Open source Blockchain platform designed for business.

Send files through a safe, private, and encrypted link that automatically expires to ensure your stuff does not remain online forever. :open_file_folder:

Machine Learning University (MLU) is an education initiative from Amazon designed to teach core machine learning theory and practical application with visual explanations.

Do you think that switching to your browser's private browsing mode or incognito mode will make you anonymous? Sorry to disappoint you, but you are wrong! You can check it out for yourself. :squirrel:

RegExr is a HTML/JS based tool for creating, testing, and learning about Regular Expressions.

Boost your knowledge and gain an edge today. Find affordable online programs, certificate courses, ebooks and many more.

For best homework help and training.

Compute expert-level answers using Wolfram's breakthrough algorithms, knowledgebase and AI technology.

Data-connected Visual Workspace for brainstorming, planning, executing, and capturing knowledge.

Resources and tips for eco-friendly and sustainable lawn care practices are offered, with a focus on benefiting local wildlife and the environment.

Job board for remote opportunities in AI training roles.

Projects that provide academic papers, cheatsheets, and torrents for paid courses.

Regularly updated list of resources focused on mechanics and statics, aiding in learning and understanding these subjects.

Online course for deep learning and machine learning.

Blog by Christopher Olah on deep learning and artificial intelligence, featuring detailed explanations, tutorials, and research insights.

An interactive tool for experimenting with neural networks, allowing users to visualize how different configurations affect model training and classification tasks.

Interactive tool for visualizing large language models (LLMs) and exploring their structure, behavior, and outputs.

Cutting-edge prompt optimizer designed for large language models (LLMs), large models (LMs), and LMOps.

Jailbreak collection for LLMs.

Knowledge base with technical documentation, tutorials, and resources on analog and mixed-signal devices, aimed at engineers and developers.

Ad-free, private search engine with a subscription model.

Platform for training algorithms and programming challenges to enhance programming skills.

Utility-first CSS framework for rapid UI development.

Blog post on the useful terms to know when joining the Local LLM community.

An open-source framework for building AI-powered apps and features.

[jQuery](https://github.com/petk/awesome-jquery#readme) - Easy to use JavaScript library for DOM manipulation.

Web app framework for Ruby.

Framework for writing scalable, upgradeable blockchains in Rust.

Modular framework for building app-specific blockchains in Go.

Brain Rot Diagnostic Report — Take a clinical assessment of your brain rot level across 6 dimensions with downloadable medical-style diagnostic report. :free:

Open source home automation that puts local control and privacy first.

Edge-first framework for building Shopify storefronts with React.

(@) - Streaming platform offering thousands of films for free with library or university support.

For npm packages.

Domain-specific programming language used for expressing quantum algorithms.

Simple, fast, safe, compiled language for developing maintainable software.

Techniques to ensure certain performance metrics for a website.

Open-source platform that automates Linux container operations.

Python web framework for building both your frontend and backend with no JavaScript.

Generation of text used in data-to-text, conversational agents, and narrative generation applications.

Automatically generates a wide range of unique content in text, image, and audio format.

[Artificial Intelligence](https://github.com/owainlewis/awesome-artificial-intelligence#readme)

Technology broadcasting aircraft's identity, position, and data periodically.

Provides networking and security capabilities for containerized apps, microservices, and virtual machines.

Open source Blockchain platform and development toolset for Web 3.0 apps and decentralized solutions.

Computer-aided scientific investigation of history.

Open-source browser automation framework and ecosystem.

AI-powered code review platform.

[Bioinformatics](https://github.com/danielecook/Awesome-Bioinformatics#readme)

Create and share documents that contain code, equations, visualizations and narrative text.

Terminal-based AI coding assistant by Google.

AI pair programming assistant by GitHub that provides code suggestions and completions.

Free, open-source digital painting software designed for artists, offering advanced tools for illustration, concept art, and texture painting.

($) - Create AI-powered designs by automatically removing backgrounds, enhancing colors, adjusting smart shadows, and more.

Web-based design tool to generate unique SVG design assets for various purposes.

Platform offering a vast collection of free icons and stock photos, available for use in a wide range of projects and designs.

Collection of entertaining curiosities in history, literature, language, art, philosophy, and mathematics, designed to help you waste time as enjoyably as possible.

A resource for amateur telescope builders, providing detailed information on designing and constructing telescope optics.

Searchable database of electronic component datasheets and purchasing information, designed for design engineers and electronics purchasing agents.

Platform allowing users to build apps that connect different parts of their work, ensuring synchronization within the business.

Platform specializing in tech-related courses and nanodegree programs designed in collaboration with industry leaders.

Package apps in a single file that works on various mainstream Linux distributions.

XML-based vector image format.

Businesses & groups that specialize in combining computing, design, art, and user experience.

Open Source eCommerce built with PHP.

Transform any photo into a retro 8 bit masterpiece or securely obscure sensitive details.

AI that paints your dreams with pixels, another version of DALL-E.

Longest-running source for genuine appliance, HVAC, and outdoor power equipment parts in North America, offering expert advice, how-to resources, and support for DIY repairs. Trusted by professionals and homeowners, the site provides high-quality OEM parts and guidance to help users successfully complete their repairs.

Platform offering guides and information for individuals planning to settle in Berlin. Includes details about obtaining visas, finding jobs, securing apartments, and more.

Stay informed about travel restrictions and requirements for your trip, including COVID-19 restrictions.

Software library written in C for rendering fonts, capable of producing high-quality output of most vector and bitmap font formats, designed to be small, efficient, highly customizable, and portable.

Internet's icon library and toolkit, widely used by designers, developers, and content creators.

($) - Premium 3D library of 223 icons.

Platform offering graphics art available for free use in personal or commercial projects.

A resource for free drawing, sketching, and painting techniques.

The world's premier online auctions platform, featuring thousands of items added daily. Invaluable provides accessibility to discovering and acquiring exceptional art and objects anytime, anywhere.

A straightforward guide for getting started with Git.

Collection of regular expressions for UI design.

Guide by Trail of Bits providing insights and tips for participating in Capture The Flag competitions.

Search engine for the classic web, aiming to recreate the browsing experience of earlier days of the internet, particularly suitable for vintage computers.

A good private search engine.

Learning community for photographers

[CSS Learning](https://github.com/micromata/awesome-css-learning#readme) - Mainly about CSS – the language and the modules.

Framework to build cross-platform desktop apps with JavaScript, HTML, and CSS.

A library of open source UI elements that can be copied as HTML/CSS, Tailwind, React, and Figma.

Platform providing design elements, playground, and code snippets for Bootstrap HTML/CSS/JS framework.

[Electron](https://github.com/sindresorhus/awesome-electron#readme) - Cross-platform native desktop apps using JavaScript/HTML/CSS.

[CSS](https://github.com/awesome-css-group/awesome-css#readme) - Style sheet language that specifies how HTML elements are displayed on screen.

.NET web framework using C#/Razor and HTML that runs in the browser with WebAssembly.

The Front-End Checklist is an exhaustive list of all elements you need to have / to test before launching your website / HTML page to production.

Documentation for web technologies, including CSS, HTML, and JavaScript.

Exhaustive list of all elements you need to have/test before launching your website/HTML page to production.

Platform to solve real-world HTML, CSS, and JavaScript challenges while working to professional designs.

Comprehensive resource on HTML, CSS, and JavaScript.

Learn to code HTML and CSS.

htmx gives you access to AJAX, CSS Transitions, WebSockets, and Server Sent Events directly in HTML, using attributes, so you can build modern user interfaces with the simplicity and power of hypertext.

W3Schools section offering code snippets for HTML, CSS, and JavaScript.

Offers a free HTML and CSS tutorial.

A tutorial and index for CSS, HTML, and JavaScript.

A cheat sheet for Emmet, a toolkit for web developers to write HTML and CSS code faster.

Markup language used for websites & web apps.

Rust framework inspired by Elm and React for creating multi-threaded frontend web apps with WebAssembly.

This website tracks whether the emails sent by you were opened and read by the receiver. Moreover, it also provides the recipient's IP Address, location, browser details, and more.

Beautify, unpack or deobfuscate JavaScript and HTML, make JSON/JSONP readable, etc. :dizzy:

Online tool to beautify, unpack, or deobfuscate JavaScript and HTML, and make JSON/JSONP readable.

Website offering quizzes focused on testing and enhancing knowledge of JavaScript programming language.

Animations in the browser with JavaScript, CSS, SVG, etc.

Geographic Information Systems (GIS) for web browsers.

Open-source browser design tools for web development.

Web extension that redirects YouTube, Twitter, Instagram requests to alternative privacy-friendly frontends and backends.

Document language designed for the browser, offering a simplified syntax for creating web-based documents.

Async non-blocking event-driven JavaScript runtime built on Chrome's V8 JavaScript engine.

Carnegie Mellon University's platform offering openly available courses and resources.

Platform aiding in mastering concepts in computer science and math courses with automated step-by-step solutions and practice problems.

Platform for organizing the world's knowledge, exploring connections, and curating learning paths.

MIT's platform providing online courses and programs with a focus on cutting-edge research.

Collection of interactive math modules and learning resources designed for online courses, focusing on calculus and related subjects.

A site from the University of Alberta offering resources and research related to game theory, computational models, and games as a computational study.

[Data Science](https://github.com/academic/awesome-datascience#readme)

[Machine Learning](https://github.com/josephmisiti/awesome-machine-learning#readme)

Free educational resources that focus on learning by doing.

Free Online Courses from the World's Leading Experts. :free:

Write in a language that you're learning and native speakers will correct your mistakes.

Learning music more accessible through fun, hands-on experiments.

($) - A service offering 24/7 course help, including textbook solutions and expert Q&A.

(@) - Study with flashcards created by students and experts for various courses.

Collection of free audio/video lectures for academic courses from colleges and universities around the world. It is well-categorized with academic subjects including biology, chemistry, computer science, economics, electronics and electrical engineering, history, literature, materials science, mathematics, physics, and psychology.

Online learning platform providing courses, certificates, and degree programs from universities and organizations worldwide.

Platform offering a vast array of online courses on various subjects, taught by experts.

Website providing free cultural and educational media, including courses, textbooks, and audiobooks.

Online learning platform offering courses, certificates, and degrees from universities and institutions around the world.

Stanford University's platform for online learning, offering a variety of courses and programs.

The Open University's initiative providing free access to course materials and educational resources.

Yale University's initiative providing free access to introductory courses taught by distinguished faculty.

National Programme on Technology Enhanced Learning, providing online courses in engineering and science.

Platform offering online courses and programs from various institutions using the Canvas learning management system.

Nonprofit initiative offering free, self-paced online courses.

Platform featuring curated educational content and resources from various sources.

Open CourseWare from Seoul National University.

Educational platform offering free courses on Ayn Rand's philosophy, including Objectivism and its application to life and society.

Lecture notes and materials for the Classical and Modern Physics II course at the University of Virginia.

Offers a free "Astronomy 101" course.

A non-profit project aimed at learning the basics of nuclear and reactor physics, covering topics such as nuclear power plants, reactor physics, thermal engineering, materials, and radiation protection.

The simplest way to schedule an email reminder.

($) - Mail merge for Gmail, allowing you to send mass emails with Gmail, ensuring delivery to the primary inbox. Track results in real-time directly from Google Sheets.

Provides real-time statistics about the internet, including the number of websites, emails, and more.

Send private note that will self destruct after being read by target person. Perfect way.

Scripts for automating tasks during `git` workflows.

Productivity app for macOS.

Visual design rules that can be safely followed every time.

Can't finish your assignment before deadline? This will corrupt your assignment files so that you can ask for extra time.

Tired of how boring Lorem Ipsum got? How about using auto-generated text that will actually make people love your project even more? Pretty sweet, right? Sugar-coated LOREM IPSUM generator. 🧁

Have you ever wondered when will your cron job be triggered, or how many times? Cron Range allows you to easily calculate up to 100 dates and times of your cron job executions.

A simple calculator with which you can calculate download time for a file depending on download speed. How long time it will take depends on file size, your own download speed and the server's upload speed. In these calculations it is assumed that your download speed is the bottleneck. :arrow_down:

Search engine which plants a tree with the revenue from ads... Sounds good to our environment. :seedling:

EasyCron is a task scheduler which provides services of calling specified URLs at specified time or by time interval. :watch:

Timeline of History where every dot is a historic event in Wikipedia.

Huge collection of royalty free music for your projects. :free:

Free math problem solver answers your algebra homework questions with step-by-step explanations.

easily calculator work hours

The easiest way to write short text notes in the browser.

The museum of old, rare, vintage, antique computers. View all 150 old computers all at the same time to appreciate how diverse and interesting they are. :computer:

Check out this website for some cool projects in networking.

Enter a URL to test the load time of that page, analyze it and find bottlenecks.

Catalog of open-source projects with categories and open-source SaaS alternatives.

Plan your next road trip.

Read 3x Faster and be More Productive in Life. It's the web's leading destination for speed reading. We help you read faster, comprehend more, so you can save time and be more productive in life. :fast_forward:

Tips, tools & how-tos for safer online communications. A project by Electronic Frontier Foundation 🔐

SunFlight is an app that shows you the path of the sun for your flight. You may use this app to help plan where to sit on their flight, based on the location of the sun. 🌞

Date to date calculator.

Time.is displays exact, official atomic clock time for any time zone (more than 7 million locations) in 51 languages.

Free time to decimal calculator

An online platform for hacking training, offering virtual environments and challenges to help individuals and organizations develop cybersecurity skills.

Theory on quantum cryptography that utilizes special relativistic constraints to achieve quantum-security under certain conditions.

[GDPR](https://github.com/bakke92/awesome-gdpr#readme) - Regulation on data protection and privacy for all individuals within EU.

Platform for sharing a password, secret message or private link securely with one-time links.

[Android Security](https://github.com/ashishb/android-security-awesome#readme)

With 37 languages and 31 countries, the Fake Name Generator is the most advanced name generator on the internet. Generate names, addresses, social security numbers, credit card numbers, occupations, UPS tracking numbers, and more absolutely free. :free:

Create a free custom privacy policy for your website, blog or mobile app in just minutes! :free:

This site will make you look like a computer hacker from the movies when you hit random keys. Try it out. It's fun!

See how much time it would take for a computer to crack your password.

Check if you have an account that has been compromised in a data breach.

Has your password leaked? Check here.

Assess the strength of your password strings.

Find default router passwords for any manufacturer.

Improve your online safety with advice from experts.

Analyze suspicious files and URLs to detect types of malware, automatically share them with the security community. 🕵🏼

Convert word/character counts or full text into estimated speaking, reading or narration time. Supports multiple languages and in-browser privacy-friendly processing.

Platform to share files with end-to-end encryption and a link that automatically expires.

End-to-end encrypted secure messaging and file-sharing.

Curates the best books mentioned on Hacker News each week.

A map comparing the protection capabilities of mobile networks regarding GSM security.

Hackernews but for data

Simple, open source, lightweight and privacy-friendly alternative to Google Analytics

Helps check permissions and trackers of Android apps, providing insights into the privacy aspects of different applications.

Find and compare security policies for thousands of companies to choose the right software and services based on security policies sourced from around the web.

Privacy and security-related browser extensions.

Get customized recommendations to cut down on data collection and prevent hacking.

A text encryption tool based on AES cryptography.

Resources to become more encrypted.

Analyze privacy settings for websites.

The most updated default router password repository on the internet.

Business intelligence platform for data visualization, analytics, and reporting apps.

A collection of free resources for improving your business English skills.

A platform for discovering innovative companies, startups, and key individuals in the business world. Provides comprehensive data and insights about companies, investments, and industry trends.

Lessons from analyzing 350+ startup pitch decks.

Free database of who-knows-who at the heights of business and government.

Generate crontab syntax.

Draw anything and check what it converts itself into. :P

– A free online tool to estimate speaking or presentation time from text using adjustable speaking speed (WPM).

A comprehensive resource for personal finance and financial news.

Google Docs + Calculator = Personal finances

Search and read the full text of patents from around the world.

Search 105 million patent documents, including 4.3 million published international patent applications (PCT).

Explore patent applications made by Apple.

Curated job board for remote work in tech, marketing, and more.

Platform dedicated to the Scottish philosopher David Hume. Accurate, helpful presentation of virtually everything Hume ever wrote.

Visual representation of popular search engines.

Visual exploration of Cybernetics, offering interactive representations of networks.

An open-source, cookie-free web analytics platform.

A platform to improve the ROI of your content by creating high-performing SEO content.

With IPinfo, you can pinpoint your users' locations, customize their experiences, prevent fraud, ensure compliance, and so much more. 🕵🏻‍♂️

A non-profit network offering free camping spots in private gardens for slow travelers.

Blog exploring the portrayal of physics concepts in films and television.

Platform for rare and old films.

A comprehensive list of 1,016 unicorns (private companies valued +$1B).

Compilation of Naval's wisdom, knowledge, and thoughts.

Private and safe alternatives to the most used apps and services.

European New Car Assessment Programme providing safety ratings for vehicles.

View the latest updates of Awesome lists.

Steps to help you move forward in getting that next job.

Take this Personality Test and get a "freakishly accurate" description of who you are and why you do things the way you do.

Free IT eBooks Download. :books:

Super simple instructions to delete just about any online account or profile. :x:

Test your headphones and earphones. :headphones:

You can think of any fictional character and it will guess it in less than 20 tries. :crystal_ball:

AlternativeTo is a free service that helps you find better alternatives to the products you love and hate. :free:

The largest database of newspapers and magazines on the Internet.

Access your computers from anywhere.

Find the best newsletters to subscribe to! Amazing Newsletters curates top content for your inbox. Dive in and discover.

A free mind mapping tool. :free:

Vent your problems and secrets to a total stranger.

Burner is the original second phone number app for calling, texting and picture messaging. Stay safe and anonymous when you give out your number.

Create beautiful, professional resumes in minutes, free. :page_facing_up:

An interactive IP address and CIDR range visualizer.

Find out which song was used in that one commercial.

Convert anything to anything!

Crash on someone's couch anywhere in the world.

Evaluates various charities.

Weight control is the goal. Take control with CalorieKing.

Copy special characters that aren't on your keyboard.