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A collection of resources about Andrej Karpathy, a prominent figure in the fields of artificial intelligence and deep learning. This compilation explores his contributions to neural networks, computer vision, and natural language processing, highlighting his influential work at organizations such as OpenAI and Tesla. Key themes include Karpathy'...
LLMs large language models like GPT from OpenAI and Neural Networks, Deep Learning
A collection of resources about Vibe Coding, focusing on the integration of AI agents in website development. This collection explores the innovative methodologies and tools that leverage artificial intelligence to enhance the coding process, streamline workflows, and improve user experience. Key themes include the role of AI in automating repet...
A collection of resources about the Model Context Protocol (MCP) and the integration of AI agents in website development. This compilation offers insights into the MCP framework, emphasizing its role in enhancing communication and collaboration between various development components. Key themes include the principles of context-driven design, th...
Add AI to your website - Tools for Machine Learning
a collection of Tools for AI and Data Science
A collection of articles for developers - to help Get started Coding - add Search with an API
Elasticsearch - add Search with an API (coding)
Forms, surveys, chat - software options for website developers, coders (API's)
Front-End Hosting - Website Development
LangChain - tool for Developers: build websites with the API from OpenAI, Chat GPT and more
Scraping websites for data - how to scrape - tools, resources, suggestions
OpenAI API - examples of companies using the OpenAI API
Replit - Free resources: Learn to Code
a collection of articles and videos looking at the challenges (and opportunities) of open-source software development
A collection of articles about Open Library (books) API - for developers - to add books to your app or website
FreeCodeCamp - Learn to Code
GitHub sponsors - for fundraising, donations, support
Git flow - version control
a look at encryption, and it's importance in computer science and cyber security (privacy, etc)
practical tips to get started with CSS and HTML for coding of websites
a collection of articles about GPL, MIT and other Open Source Licenses
a collection of HTML5 - templates
A collection of articles for developers - to help Get started Coding using API’s
A collection of articles about Scratch from MIT - coding for kids
add video, chat to your app with these API's for Video, Chat
a collection of Simple Coding Projects - Ruby on Rails (for beginners)
a collection about Node.js - Javascript
practical tips to get started with CSS and HTML for coding of websites
A guide for programmers and hackers Artificial intelligence, AI, Neural Networks and Deep Learning

Resources within this category

Article

How to scrape and transform web data - low code tutorial from MakerPad

Ever wanted to extract lots of data from one or more websites without doing it manually? Web scraping tools like ParseHub and Simplescraper can hel... (2023)


Article

Makerpad Tutorial - Develop a custom CRM using Retool and 8base

Develop a custom CRM using Retool and 8base (2021)


Article

How to set up a community with Circle (Part 2) - Makerpad tutorial

How to set up a community with Circle (Part 2) - Makerpad tutorial Following up from Part 1 of our Circle tool-path series, this tool-path focu... (2021)


Article

Makerpad Tutorial - How to set up MemberSpace SSO with Super, Notion and Circle

How to set up MemberSpace SSO with Super, Notion and Circle (2021)


Article

Done Answering Questions Stack Overflow

Over the last ~9 years I've spent way too much time answering questions on stack overflow. I don't know why. I want to say it's because I like h... (2021)


Article

A new email startup says Apple’s shaking it down for a cut of its subscriptions

Hey launched its email service on Monday morning. That's also when Apple started demanding it change the way people pay, or risk getting thrown out... (2020)


Article

Thinking in React Hooks - Amelia Wattenberger

React introduced hooks one year ago, and they've been a game-changer for a lot of developers. There are tons of how-to introduction resources out t... (2019)


Article

Don't Waste Time On User Onboarding

There are oodles of articles about what tools to use for user onboarding, what your user onboarding UI should looks like, and exactly how to craft ... (2019)


Article

Faker.js - Github

library of fake data, for using in rapid prototyping. You can generate massive amounts of realistic fake data in Node.js and the browser - Marak... (2019)


Article

The Challenging Migration from Heroku to Google Kubernetes Engine - Algolia Blog

The Challenging Migration from Heroku to Google Kubernetes Engine The simplicity of Heroku, for a team consisting only of developers, made it easy ... (2019)


Article

What is scrum? | Aha!

Scrum is the best known and most widely used agile software development framework. It is used for managing software projects and product or applica... (2019)


Article

Under the Hood of Clearing by Robinhood – Robinhood Engineering

Last week, we announced Clearing by Robinhood — the first clearing system built on modern technology, from scratch, to directly integrate with some... (2018)


Article

5 Mistakes C/C++ Devs make writing Go

Nyah Check is a software engineer at Altitude Networks . Nyah comes from a C/C++ background and subsequently… (2018)


Article

Search Books with Goodreads API and Google Apps Script

The Goodreads API helps you query the entire database of books on the Goodreads website. You can find the ratings of books, fetch book reviews, sea... (2017)


Article

Open source isn’t the community you think it is | InfoWorld

The irony is that what makes open source work—and differ from commercial software—is that only a few developers do the major work on any project (2018)


Article

The 50 Best Free Datasets for Machine Learning - 2018

What are some open datasets for machine learning? We at Gengo decided to create the ultimate cheat sheet for high quality datasets. (2018)


Article

GraphQL vs. REST

Often, GraphQL is presented as a revolutionary new way to think about APIs. Instead of working with rigid server-defined endpoints, you can send qu... (2017)


Article

Microsoft Buys GitHub for $7.5 Billion – Andreessen Horowitz

Six years ago we invested an “eye-popping” $100 million into GitHub. This was not only a Series A investment and the first institutional money ever... (2018)


Article

Tokenization, smart contracts on Bitcoin Cash can give Ethereum a run for its money

About the upcoming network upgrade: smart contracts on Bitcoin Cash - Coingeek (2018)


Article

Microsoft Azure in Plain English

Hey, have you heard of the new Azure services: Elasticville, StorageWart and API Gatesian? Of course not, I just made those up... (2018)


Article

Building Real Time Analytics APIs at Scale - Algolia Blog

A deep dive into the research and decisions made by our engineering team when building out the Algolia real time analytics APIs that deliver import... (2018)


Article

Using React, Firebase, and Ant Design to Quickly Prototype Web Applications | Nicholas Rempel

Nick Rempel is an experienced software developer with a focus on SaaS and mobile application development. When he's not working, Nick spends his ti... (2018)


Article

Switching from PHP to Go: A Development Case Study

How we successfully rebuilt a commercial face recognition API in GoLang. Tips, tricks, and lessons learned. (2018)


Article

Learning Go as a Node.js Developer

In the past years, Kubernetes emerged as the go-to container scheduling and management platform. As I’d like to understand better what’s happening ... (2018)


Article

How to solve 90% of NLP problems: a step-by-step guide | Insight Data

Using Machine Learning to understand and leverage text. "Whether you are an established company or working to launch a new service, you can alwa... (2018)


Article

Start your open-source career

Getting started with your open source career: how to find that first project, “After the talk, the feedback I got was “It’s nice, you showed how... (2017)


Article

Learn CSS Grid for free

Scrimba is a community of developers sharing knowledge through interactive coding screencasts. (2017)


Article

Meet WebAssembly: Microsoft and Google's alternative to JavaScript

The giants team to create a new binary web format for making complex web apps. (2017)


Article

R vs. Python for Data Science [Video]

What open source programming language is the best for data science, R or Python? (2016)


Article

Google unveils Gemini CLI, an open source AI tool for terminals | TechCrunch

Google launched a new, open source AI coding tool for terminals, Gemini CLI, to compete with similar offerings from OpenAI and Anthropic. (2025)


Video

How I use LLMs - Andrej Karpathy

The example-driven, practical walkthrough of Large Language Models and their growing list of related features, as a new entry to my general audienc... (2025)


Video

Andrej Karpathy: Software Is Changing (Again) - YC AI Startup School

Andrej Karpathy's keynote on June 17, 2025 at AI Startup School in San Francisco. Slides provided by Andrej: https://drive.google.com/file/d/1a0h1m... (2025)


Video

Model Context Protocol (MCP) Explained in 20 Minutes

This is the 5th video in a series on AI agents. Here, I discuss the model context protocol (MCP), then show how to build a custom MCP server with P... (2025)


Video

Why MCP really is a big deal | Model Context Protocol with Tim Berglund

Tim Berglund is back at the lightboard with *MCP* (Model Context Protocol). MCP really _is_ a big deal, but most people are missing the point. It's... (2025)


Video

How I built a REAL Full Stack App in 5hr using Cursor

Cursor is a powerful new code editor that makes coding much faster with the help of AI. In this video I will use Cursor and Claude Sonnet 3.5 to bu... (2024)


Video

But what is a GPT? Visual intro to Transformers | Chapter 5, Deep Learning

But what is a GPT? Visual intro to Transformers | Chapter 5, Deep Learning. An introduction to transformers and their prerequisites… (2024)


Video

Algorithms: Harvard Professor Explains Algorithms in 5 Levels of Difficulty | WIRED

From the physical world to the virtual world, algorithms are seemingly everywhere. David J. Malan, Professor of Computer Science at Harvard Univers... (2023)


Video

Introducing Python in Excel

You can use Python INSIDE Excel now 😱 In this video I'll introduce this game cha... (2023)


Video

GitHub Copilot X in Visual Studio

Get a sneak peek of what the Visual Studio team is working on, using the power of GitHub Copilot!Explore a groundbreaking AI-powered programming ai... (2023)


Video

Matplotlib Crash Course - 1 hour

Learn the basics of Matplotlib in this crash course tutorial. Matplotlib is an amazing data visualization library for Python. You will also learn h... (2023)


Video

NumPy Crash Course - Complete Tutorial 1 hour

Learn NumPy in this complete 60 minutes Crash Course! I show you all the essential functi... (2023)


Video

Intermediate Python Programming Course - 6 hours - freeCodeCamp

Take your Python skills to the next level with this intermediate Python course. First, you will get a review of basic concepts such as lists, strin... (2023)


Video

Learn Python - Full Course for Beginners - 4 hours - freeCodeCamp [Tutorial]

This course will give you a full introduction into all of the core concepts in python. Follow along with the videos and you'll be a python programm... (2023)


Video

How I would learn Machine Learning (if I could start over)

In this video, I give you my step by step process on how I would learn Machine Learning if I could start over again, and provide you with all recom... (2023)


Video

Automate Boring Office Tasks with ChatGPT and Python scripts

Tired of spending hours on tedious office tasks? In this video, I'll show you how to use ChatGPT and Python to automate some of those boring tasks.... (2023)


Video

How to use ChatGPT to build Business Ideas, Sites & Personal Projects

ChatGPT is more than just a language model, it can be used to create websites, businesses and much more. And I would know best, as I created, built... (2022)


Video

OpenProcessing.org Tutorial - Creative Coding - Getting Started

This short video shows how we get started doing creative coding. We won't need any special software. We'll do all our work through a web browser... (2022)


Video

How to Create an NFT Minting Website (Candy Machine)

How to Create an NFT Minting Website (Candy Machine)THIS GUIDE IS OUTDATED. FOR AN UPDATED GUIDE THAT WORKS WITH WINDOWS, MAC, AND LINUX, WATCH THI... (2022)


Video

Codespaces - Your instant dev box in the cloud

Get an overview of GitHub Codespaces direct from the team. @matthewisabel gives us a run through of using Codespaces for the first time on his Node... (2021)


Video

Beginner Kaggle Data Science Project Walk-Through (Titanic)

In this video I walk through an entire Kaggle data science project. I use the titanic kaggle competition to show you how I start thinking about the... (2021)


Video

WebRTC Tutorial - How does WebRTC work?

Learn more advanced front-end and full-stack development at: https://www.fullstackacademy.comWebRTC stands for Web Real-Time Communication and it's... (2021)


Video

Change the Face of Computer Science

Only 3% of Black students learn computer science in high school or beyond. Please watch and share this video. Inspire or encourage a Black student ... (2021)


Video

Game Design with Scratch (Part 2)

Combine your creative skills with the power of coding to create an artistic video game. Players will be able to decorate a donut using artwork that... (2020)


Video

Game Design with Scratch (Part 1)

Combine your creative skills with the power of coding to create an artistic video game. Players will be able to decorate a donut using artwork that... (2020)


Video

Introduction to the BBC micro:bit

Meet the micro:bit in the first video in our new series. Find out more at https://www.microbit.org/get-started/first-steps/set-up/ (2020)


Video

How to use Axios with React

Ever wanted to use Axios with React? Well today we'll cover just that! Chat with me, join the Slack group! http://bit.ly/JoinPaulHallidaySlack I ha... (2019)


Video

Free and awesome Webpack tutorial: Learn Webpack Pt. 1: What Even Is Webpack??

Colt Steele Published on Mar 7, 2019 This 10-part course teaches Webpack from scratch. It begins with a simple question: "What is webpack?" Q... (2019)


Video

Installing PostgreSQL and Creating Your First Database - SQL Tutorial for Beginners 1

In this video we will begin learning SQL Basics. To get started writing SQL, we need to first set up a server and a database. The server we will be... (2019)


Video

Classes ES6 Javascript - Scrimba screencast

Classes ES6 Javascript - Scrimba screencast (2018)


Video

Forms Part 2 - Scrimba screencast

In this lesson we cover some of the other most common form elements: text areas, checkboxes, radio buttons, and select boxes. (2018)


Podcast

#440 – Pieter Levels: Programming, Viral AI Startups, and Digital Nomad Life - Lex Fridman Podcast | Podcast on Spotify

Listen to this episode from Lex Fridman Podcast on Spotify. Pieter Levels (aka levelsio on X) is a self-taught developer and entrepreneur who has d... (2024)


Podcast

#341 – Guido van Rossum: Python and the Future of Programming - Lex Fridman Podcast | Podcast on Spotify

OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) -... (2023)


Podcast

Lynne Tye, founder of keyvalues.com - egghead.io developer chats | Podcast on Spotify

Listen to this episode from egghead.io developer chats on Spotify. On this episode, I get the chance to speak with Lynne Tye, the creator of Key Va... (2022)


Podcast

Ben Orenstein of Tuple - Indie Hackers | Podcast on Spotify

Listen to this episode from Indie Hackers on Spotify. Today I’m catching up with Ben Orenstein (@r00k) after nearly two years. Since then his compa... (2021)


Podcast

#197 – Inside Zapier's First Acquisition with Ben Tossell of Makerpad - Indie Hackers

Listen to this episode from Indie Hackers on Spotify. In just two years, Ben Tossell (@bentossell) grew Makerpad to over 10,000 users, $400,000 ARR... (2021)


Podcast

#199 – The Future of Teaching with Darrell Silver of Thinkful and Quincy Larson of freeCodeCamp - Indie Hackers

Listen to this episode from Indie Hackers on Spotify. One of the best ways to build a successful business as an indie hacker is to teach people a v... (2021)


Podcast

Indie Hackers | #181 – Deciding to Go Big with David Hsu of Retool

David Hsu (@dvdhsu) was able to grow Retool to almost a million dollars a year in revenue before making a single hire. Rather than stopping there a... (2020)


Podcast

Indiehackers – From $0 to $5M Without Writing Any Code with Tara Reed of Apps Without Code

Listen to this episode from Indie Hackers on Spotify. At some point, Tara Reed (@TaraReed_) decided that she didn't want to build a funded, sca... (2020)


Podcast

a16z podcast - Measuring & Managing Community Orgs, Developer Relations - Andreessen Horowitz

a16z Podcast on Spotify. Okay, so we know community is important -- whether for developer relations for your product or other types of... (2020)


Podcast

Leif Singer on changing from academia to industry and work culture at Automattic, open-source and remote work

In this episode, I talk to Leif Singer, an engineer at the fully remote company Automattic. Automattic is the company behind WordPress, a famous an... (2019)


Podcast

Voting, Security, and Governance in Blockchains – a16z Podcast: Andreessen Horowitz

Whether in corporations, boardrooms, or political elections, voting is something we see in all kinds of social systems... including blockchains. It... (2019)


Podcast

Escaping the 9-to-5 Grind to Create a $3 Million Business with Joel Hooks of egghead.io - Indie Hackers

Joel Hooks (@jhooks) never found it easy to spend his life working for other people. So when he came across an inspirational book that told him he ... (2018)


Podcast

Following Your Passion to Build an Impactful Business with Quincy Larson of freeCodeCamp

Quincy Larson (@ossia) explains how he's built freeCodeCamp into a community that helps millions of people learn to code every month by engaging in... (2018)


Podcast

The API Economy — The Why, What, and How – a16z Podcast

"APIs (application programming interfaces), observe the guests in this episode of the a16z Podcast, can be described as everything from Lego buildi... (2018)


Book

Get Ready for CSS Grid Layout - by Rachel Andrew

Get up to speed with Level 2 of the spec and dig into working examples you can experiment with right away. (2020)


Book

Building Blocks for Theoretical Computer Science - University of Illinois CS

The latest version is 1.3. See bottom for pointers to old versions. You can download the whole book as a single pdf file, or select from the ind... (2019)


Book

Deep Learning Book - MIT

The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learni... (2018)


Website

Makerpad.io - Join thousands learning to build software. No coding required.

The easiest way to build tools without code. Explore the best no-code tools. Learn how to build powerful applications. Hire experts to help you wit... (2021)


Website

Postmates - API for Developers

Delivery for business, powered by Postmates. Instant activation, easy-to-use dashboard, and robust API to build directly into your app or website. (2020)


Website

shadcn - Build your component library

Beautifully designed components that you can copy and paste into your apps. Accessible. Customizable. Open Source. (2025)


Website

GitHub · Build and ship software on a single, collaborative platform · GitHub

GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. (2025)


Website

Firebase Authentication - allow users to login, signup

Firebase Authentication lets you add an end-to-end identity solution to your app for easy user authentication, sign-in, and onboarding in just a fe... (2025)


Website

Back-end hosting: Google App Engine Application Platform | Google Cloud

Google App Engine lets app developers build scalable web and mobile back ends in any programming language on a fully managed serverless platform. (2025)


Website

Front-end code hosing: Firebase Hosting

Firebase Hosting provides fast and secure hosting for your web app. (2025)


Website

Sharetribe – Marketplace Software to Power Your Business

Create a marketplace – fast. Launch today with a full feature set. Grow & extend your platform. Expert support at every step. Get started for free! (2023)


Website

Simplescraper — Scrape Websites and turn them into APIs

Web scraping made easy — a powerful and free Chrome extension for scraping websites in your browser, automated in the cloud, or via API. No code re... (2023)


Website

ParseHub | Free web scraping - The most powerful web scraper

ParseHub is a free and powerful web scraping tool. With our advanced web scraper, extracting data is as easy as clicking on the data you need. S... (2023)


Website

Cordova from Apache - Mobile apps with HTML, CSS & JS

Cordova from Apache - Mobile apps with HTML, CSS & JS Target multiple platforms with one code base (2023)


Website

Railway - Bring your code, we'll handle the rest.

Railway is an infrastructure platform where you can provision infrastructure, develop with that infrastructure locally, and then deploy to the clou... (2023)


Website

Chakra UI - Create accessible React apps

Chakra UI is a simple, modular and accessible component library that gives you the building blocks you need to build your React applications. Si... (2023)


Website

Nextjs - The React Framework for the Web

Production grade React applications that scale. The world’s leading companies use Next.js by Vercel to build static and dynamic websites and web ap... (2023)


Website

Shuffle - responsive UI components, templates

Shuffle gives you 6,900+ fully responsive UI components to get you started. You don't have to be a designer to create attractive templates! (2023)


Website

Codeanywhere - pair programming, collaboration - Cloud IDE · Online Code Editor

Save time by deploying a development environment in seconds. Collaborate, code, learn, build, and run your projects directly from your browser. (2023)


Website

SQL query builder - SQL query builder AI bot

AI-powered SQL query builder enables you to quickly build SQL queries without any knowledge of SQL for beginners. (2023)


Website

AppSheet from Google - The fastest way to build apps and automate work

Use Google AppSheet to build powerful applications that transform your business. Get started today. (2023)


Website

Markdoc is a powerful, flexible, Markdown-based authoring framework - from Stripe

From personal blogs to massive documentation sites, Markdoc is a content authoring system that grows with you. (2022)


Website

Adalo - Build Your Own No Code App

Adalo makes creating apps as easy as putting together a slide deck. Turn your idea into a real native app — no code needed! (2022)


Website

Metaplex Docs

Metaplex Studios, ecosystem, and community have been moving quickly to support the thousands of developer teams and creators looking to launch thei... (2022)


Website

GitHub Copilot · Your AI pair programmer

GitHub Copilot works alongside you directly in your editor, suggesting whole lines or entire functions for you. (2021)


Website

Semantic UI - beautiful, responsive layouts using human-friendly CSS, HTML.

User Interface is the language of the web Semantic empowers designers and developers by creating a shared vocabulary for UI. Semantic is a deve... (2021)


Website

Bootstrap · The most popular HTML, CSS, and JS library in the world.

The most popular HTML, CSS, and JS library in the world. (2021)


Website

Vidcode: Creative Coding

Vidcode offers the #1 research-backed standards-aligned computer science courses, focused on open-ended projects (2021)


Website

Open Library (books) - Developer Center / APIs

Open Library is an open, editable library catalog, building towards a web page for every book ever published. Read, borrow, and discover more than ... (2021)


Website

Bubble - The best way to build web apps without code

Bubble introduces a new way to build software. It’s a no-code tool that lets you build SaaS platforms, marketplaces and CRMs without code. Bubble h... (2021)


Website

Replit - The collaborative browser based IDE

Replit is a simple yet powerful online IDE, Editor, Compiler, Interpreter, and REPL. Code, compile, run, and host in 50+ programming languages. (2021)


Website

Tuple: The best pair programming app on macOS

Low latency, low CPU usage, no annoying UI chrome. Because programmers deserve better than a generic screen sharing tool. (2021)


Website

Python - Codecademy

Codecademy is the easiest way to learn how to code. It's interactive, fun, and you can do it with your friends. Python is a general-purpose, ver... (2021)


Content Stats

595 Articles
50 Videos
14 Podcasts
3 Books
4 Notes
124 Websites
16 Course Links
320 Chunks
8 Courses