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Recommended Resources for Web Developers

An ongoing collective list of recommended resources for web developers. The vast majority of which are free, though some, however, are paid.

Please read the contributing guidelines before submitting new resources.


Index

General Resources

Tutorials and Docs

Name Cost
W3Schools Free with some Paid content
MDN (Mozilla Developer Network) Free
freeCodeCamp Free
JavaScript.info Free
DevDocs.io Free
Devhints Free
The Odin Project Free
LinkedIn Learning Paid, but Free with some public library and university library memberships
Codecademy Free and Paid content
Udacity Free and Paid content
Sololearn Free with Paid features

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YouTube Channels

Name Cost
freeCodeCamp.org Free
Traversy Media Free
LearnWebCode Free
Web Dev Simplified Free
CS Dojo Free
Kevin Powell Free
CS50 Free
Faraday Academy Free
The Coding Train Free
Florin Pop Free

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Blogs, Chats, and Forums

Name Cost
Stack Overflow Free with Paid features
freeCodeCamp's Programming Tutorials blog Free
freeCodeCamp's forum Free
CSS-Tricks Free
DEV Community Free
The Odin Project's Discord server Free
Codecademy's forum Free
Codecademy's Discord server Free
W3Schools's Discord server Free
Thinkful's blog Free
Ben Ilegbodu's blog Free
Web Dev Simplified's blog Free
Web Dev Simplified's Discord server Free
Kevin Powell's Discord server Free
CS50's Discord server Free

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Challenges, Algorithms, and Data Structures

Name Description Cost
Codewars A popular gamified site for completing community-driven challenges customized by your preferred programming languages and experience level. Free with some Paid features
Algorithms on freeCodeCamp A collection of JavaScript algorithms split by difficulty listed as Basic, Intermediate, Advanced, and Interview Prep. Free
Project Euler Hundreds of mathematical programming challenges that can be solved in the programming language of your choice. Free
Computer Science course on Khan Academy A course for learning sorting algorithms and cryptography challenges in JavaScript. Free
A Bit of Computer Science tutorial on The Odin Project A taste of computer science for the JavaScript developer featuring articles and projects for learning DSA. Free
freeCodeCamp's Data Structures course Test your knowledge of Data Structures with these lessons and challenges on the subject provided in JavaScript. Free
Sorting Algorithms Visualization Comparisons Animated visualizations of the functioning of various popular sorting algorithms. Free
Frontend Mentor A collection of several frontend projects that can be completed and shared with other developers in the community. Free and Paid content
NeetCode Practice algorithms for interview prep for free and watch courses on DSA with a Pro membership. Free and Paid content
LeetCode Challenges, Study Plans, Interview Prep for top companies, and more. A well known study platform in the industry. Free and Paid content

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MOOCs

Name Description Cost
CS50's Introduction to Computer Science Taught by Harvard University on edX, and one of the most well-known programming MOOCs, this course covers introductory computer science concepts and algorithms using C, Python, and JavaScript. Free to take, certificate is Paid
CS50's Introduction to Programming with Python Taught by Harvard University on edX, an introduction to programming using Python. Free to take, certificate is Paid
CS50's Web Programming with Python and JavaScript Taught by Harvard University on edX, and a continuation of CS50, this course goes deeper into the languages of Python and JavaScript by teaching web app development using frameworks like Django and React. Free to take, certificate is Paid
CS50's Introduction to Artificial Intelligence with Python Taught by Harvard University on edX, and a continuation of CS50, this course introduces machine learning with Python for the use of adding artificial intelligence to applications. Free to take, certificate is Paid
CS50's Introduction to Game Development Taught by Harvard University on edX, and a continuation of CS50, this course teaches how to implement graphics, sound, animation, etc into video games using technologies such as Lua, C#, and Unity. Free to take, certificate is Paid
CS50's Mobile App Development with React Native Taught by Harvard University on edX, and a continuation of CS50, this course teaches modern mobile app development using React Native and JavaScript. Free to take, certificate is Paid
The Web Developer Bootcamp 2021 on Udemy This course teaches the core of what any modern web developer needs to know in order to make full-stack web applications with HTML, CSS, JavaScript, and Node.js. Paid
The Advanced Web Developer Bootcamp on Udemy A continuation of The Web Developer Bootcamp, this courses dives deeper into web development, exploring more concepts including libraries like React and D3, JavaScript testing, and advanced CSS. Paid
The Complete Node.js Developer Course (3rd Edition) on Udemy This courses teaches how to build modern back-end web applications using Node.js, Express.js, and MongoDB. Paid
Become a WordPress Developer: Unlocking Power With Code on Udemy This course teaches how to create modern custom-built WordPress sites from scratch with PHP and JavaScript. Paid

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Books

Consider the probability of the information in the books provided to be out of date due to the passage of time since publishing. Technologies and practices in the software industry grow and change pretty rapidly. So keep this thought in mind and compare it with other resources you come across.

Name Cost
JavaScript: The Definitive Guide by David Flanagan Paid, but Free if available at your public or university library
Learning Web App Development: Build Quickly with Proven JavaScript Techniques by Semmy Purewal Paid, but Free if available at your public or university library
JavaScript: The Good Parts by Douglas Crockford Paid, but Free if available at your public or university library
Think Like a Programmer: An Introduction to Creative Problem Solving by V. Anton Spraul Paid, but Free if available at your public or university library
A Mind For Numbers: How to Excel at Math and Science (Even If You Flunked Algebra) by Barbara Oakley Paid, but Free if available at your public or university library
Functional Design Patterns for Express.js: A step-by-step guide to building elegant, maintainable Node.js backends. by Jonathan Lee Martin Paid
Express in Action: Writing, building, and testing Node.js applications by Evan M. Hahn Free online, but print book and ebook are Paid
Pro Git by Scott Chacon and Ben Straub Free

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General Links and Tools

Name Cost
Visual Studio Code Free
VS Code keyboard shortcuts cheat sheet on Devhints Free
Replit Free with some Paid features
Code Playground on Sololearn Free
CodePen Free with some Paid features
Scratch Free
Diffchecker Free with some Paid features
Can I use... Free
Lorem Ipsum Generator Free
"How to Use Google to Solve Your Programming Questions" article Free

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JavaScript

Name Cost
freeCodeCamp's JavaScript Algorithms and Data Structures Certification Free
W3Schools's JavaScript Tutorial Free
Udacity's Intro to JavaScript course Free
Scrimba.com's Introduction to JavaScript course Free
Scrimba.com's Learn JavaScript for free course Free
JavaScript Basics tutorial on The Odin Project Free
JavaScript course on The Odin Project Free
Codecademy's Learn JavaScript course Free
Codecademy's Learn JavaScript: Fundamentals course Free
Codecademy's Learn Intermediate JavaScript course Free
Codecademy's Learn JavaScript: Arrays and Loops course Free
Codecademy's Learn JavaScript: Objects course Free
Codecademy's Learn JavaScript: Functions and Scope course Free
Codecademy's Learn JavaScript: Error Handling course Free
Codecademy's Learn JavaScript: Iterators course Free
Codecademy's Learn JavaScript: Classes and Modules course Free
Codecademy's Building Interactive JavaScript Websites course Paid
Codecademy's Learn JavaScript: Best Practices course Free
JavaScript.info Free
Sololearn's JavaScript course Free with some Paid features
Beginner JavaScript! course by Wes Bos Paid
JavaScript Best Practices tutorial by Thinkful: Part 1, Part 2 Free
JavaScript Formatter Free
Udacity's JavaScript and the DOM course Free
Udacity's Building High Conversion Web Forms course Free
Udacity's Object-Oriented JavaScript course Free
JavaScript30 course by Wes Bos Free
Web APIs list on MDN Free
JavaScript Arrays cheat sheet on Devhints Free
JavaScript Date cheat sheet on Devhints Free
JavaScript Interview Questions by @sudheerj on GitHub Free
Codecademy's Technical Interview Practice with JavaScript course Paid

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ES6 Syntax

Name Cost
freeCodeCamp's ES6 course Free
Scrimba.com's Introduction to ES6+ course Free
Udacity's ES6 - JavaScript Improved course Free
List of ES6 Features by @lukehoban on GitHub Free
ES6 for Everyone course by Wes Bos Paid
ES6 cheat sheet on Devhints Free

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Web Requests and Asynchronous JavaScript

Name Cost
Postman Free with some Paid features
Axios website Free
Fetch cheat sheet on Devhints Free
W3Schools's JSON Tutorial Free
Udacity's JavaScript Promises course Free
Asynchronous JavaScript and APIs tutorial on The Odin Project Free
Codecademy's Learn JavaScript: Asynchronous Programming Free
Codecademy's Learn JavaScript: Requests course Free
ProgrammableWeb Free
API list by @public-apis on GitHub Free
API list by @n0shake on GitHub Free
JSONView extension for Chrome Free
HTTP Status Codes cheat sheet Free
JSON Formatter, Validator, Minifier, and Converter Free
XML to JSON Converter Free
YAML to JSON Converter Free

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Regular Expressions

Name Cost
freeCodeCamp's Regular Expressions course Free
Codecademy's Learn the Basics of Regular Expressions course Free
Regular Expressions cheat sheet Free
Regular Expressions cheat sheet on Devhints Free
regex101 Free
HTML5Pattern Free

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TypeScript

Name Cost
TypeScript website Free
Codecademy's Learn TypeScript course Free
Codecademy's Learn TypeScript: Fundamentals course Free
Codecademy's Learn TypeScript: Functions course Free
Codecademy's Learn TypeScript: Object Types course Free
Codecademy's Learn TypeScript: Union Types course Free
Codecademy's Learn TypeScript: Complex Types coures Free
Codecademy's Learn TypeScript: Type Narrowing course Free
Codecademy's Learn Intermediate TypeScript course Paid
TypeScript cheat sheet on Devhints Free

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HTML and CSS

Name Cost
freeCodeCamp's Responsive Web Design Certification Free
W3Schools's HTML Tutorial Free
W3Schools's CSS Tutorial Free
Scrimba.com's HTML & CSS Crash Course Free
Scrimba.com's Introduction to HTML course Free
Scrimba.com's Introduction to CSS course Free
Udacity's Intro to HTML and CSS course Free
HTML Foundations tutorial on The Odin Project Free
CSS Foundations tutorial on The Odin Project Free
Intermediate HTML and CSS course on The Odin Project Free
Advanced HTML and CSS course on The Odin Project Free
Codecademy's Learn HTML course Free
Codecademy's Learn HTML: Fundamentals course Free
Codecademy's Learn HTML: Semantic HTML course Free
Codecademy's Learn HTML: Forms course Free
Codecademy's Learn HTML: Tables course Free
Codecademy's Learn CSS course Free
Codecademy's Learn CSS: Introduction course Free
Codecademy's Learn CSS: Box Model and Layout course Free
Codecademy's Learn CSS: Colors course Free
Codecademy's Learn Color Design course Paid
Codecademy's Learn CSS: Typography and Fonts course Free
Codecademy's Learn CSS: Accessibility course Free
Codecademy's Learn CSS: Browser Compatibility course Free
Codecademy's Learn Intermediate CSS course Free
Codecademy's Learn CSS: Responsive Design course Paid
Codecademy's Learn CSS: Transitions and Animations course Free
Codecademy's Learn CSS: Variables and Functions course Free
Sololearn's HTML course Free with some Paid features
Sololearn's CSS course Free
Udacity's Responsive Web Design Fundamentals course Free
Udacity's Responsive Images course Free
Sololearn's Responsive Web Design course Free
W3Schools's Accessibility Tutorial Free
Udacity's Web Accessibility course Free
Scrimba.com's Learn UI Design Fundamentals course Free
Scrimba.com's Learn CSS Variables for free course Free

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Flexbox and CSS Grid

Name Cost
Codecademy's Learn CSS: Flexbox and Grid course Free
freeCodeCamp's CSS Flexbox course Free
Scrimba.com's Learn Flexbox for free course Free
Flexbox tutorial on The Odin Project Free
What the Flexbox?! course by Wes Bos Free
Flexbox Playground Free
Flexbox cheat sheet Free
Flexbox cheat sheet on Devhints Free
freeCodeCamp's CSS Grid course Free
Scrimba.com's Learn CSS Grid for free course Free
Grid tutorial on The Odin Project Free
CSS Grid course by Wes Bos Free
CSS Grid cheat sheet Free
CSS Grid cheat sheet on Devhints Free

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Bootstrap

Name Cost
Bootstrap website Free
W3Schools's Bootstrap 3 Tutorial Free
W3Schools's Bootstrap 4 Tutorial Free
Bootstrap 4 cheat sheet Free
Scrimba.com's Learn Bootstrap 4 for free course Free
freeCodeCamp's Bootstrap course Free
Codecademy's Learn Bootstrap course Paid

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Sass

Name Cost
Sass website Free
freeCodeCamp's SASS course Free
W3Schools's Sass Tutorial Free
Codecademy's Learn Sass course Paid
Codecademy's Learn Sass: Fundamentals course Free
Codecademy's Learn Sass: Functions and Operations course Free
Codecademy's Learn Sass: Mixins and Parent Selector course Free
Codecademy's Learn Sass: Best Practices course Free
Sass cheat sheet on Devhints Free
CSS to SCSS Converter Free
SCSS to CSS Converter Free
SCSS Formatter Free

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HTML and CSS Tools

Name Cost
W3C Markup Validator Free
HTML Validator from JSONformatter.org Free
W3C CSS Validator Free
HTML tags list Free
HTML input tag cheat sheet on Devhints Free
CSS cheat sheet Free
CSS cheat sheet on Devhints Free
HTML Formatter Free
CSS Formatter Free
W3Schools's HTML Color Picker Free
Color Contrast Checker Free
Web Accessibility Evaluation Tool Free
Normalize.css website Free
Autoprefixer CSS online Free
CSS Gradient Generator Free
Gradient Hunt Free
Gradienta CSS gradients Free
Image to Colors Palette Generator Free
Palette List Free
Color Hunt Free
CSS Minifier Free

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Fonts, Icons, and Images

Fonts

Check whether the owner allows their fonts to be used for both commercial use and personal use or for just personal use only. Also check if the owner requires credit attribution.

Name Cost
Google Fonts Free
DaFont Free, but it's important to check the source of the font that you use to be sure
Fonts2u.com Free, but it's important to check the source of the font that you use to be sure
1001 Free Fonts Free, but it's important to check the source of the font that you use to be sure
BeFonts Free, but full features and license are Paid

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Icon Font Libraries

Name Cost
Font Awesome Free and Paid content
Material Icons Free
Weather Icons by erikflowers Free
Ionicons Free

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Stock Images

Check whether the owner allows their images to be used for both commercial use and personal use or for just personal use only. Also, check if the owner requests credit attribution.

Name Cost
Burst by Shopify Free
Unsplash Free
Pexels Free
Pixabay Free
PicSpree Free
StockSnap.io Free
ISO Republic Free
reshot Free
Pickup Image Free
Foodiesfeed Free
CleanPNG transparent images Free
Free-Images.com Free
Icons8 Free with Paid features
Iconfinder Free and Paid content
Feather Icons Free
Noun Project Free with Paid features

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Image Editing Tools

Name Cost
cssFilters.co Free
Dynamic Dummy Image Generator Free
TinyPNG Free with Paid features
Remove Image Background tool Free with Paid features
Photopea Free
Photo Image Editor Pixelstyle Free
Inkscape Free

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Command Line, Git, and Markdown

Name Cost
Command Line Power User course by Wes Bos Free
Codecademy's Learn the Command Line course Paid
Unix/Linux Commands cheat sheet Free
Mastering Markdown course by Wes Bos Free
Markdown cheat sheet Free
Markdown cheat sheet on Devhints Free
Markdown Formatter Free
Udacity's Writing READMEs course Free
GitHub Desktop Free
Git Basics tutorial on The Odin Project Free
Git cheat sheet Free
W3Schools's Git Tutorial Free
Udacity's Version Control with Git course Free
Codecademy's Learn Git: Introduction course Free
Codecademy's Learn Git: Branching and Collaboration Free
Codecademy's Learn GitHub: Introduction course Free
Codecademy's Deploying Websites using Git and GitHub course Free
Codecademy's Learn GitHub: Best Practices course Free
Codecademy's Learn Git & GitHub course Paid

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React.js

Name Cost
React.js website Free
W3Schools's React Tutorial Free
Codecademy's Learn React course Free
Codecademy's Learn React: Introduction course Free
Codecademy's Learn React: Additional Basics course Free
Codecademy's Learn React: State Management course Free
Codecademy's Learn React: Hooks course Free
Codecademy's Learn React: Lifecycle Methods course Free
Codecademy's Learn Advanced React course Paid
Scrimba.com's Learn React for free course Free
React JS tutorial on The Odin Project Free
Sololearn's React + Redux course Free
freeCodeCamp's React course Free
React Hooks Simplified course Free
React Resources by @enaqx on GitHub Free
React cheat sheet on Devhints Free
React Developer Tools extension for Chrome Free
React Router website Free
Codecademy's Learn React Router v6 course Free
Codecademy's Learn React Native course Free
React Interview Questions by @sudheerj on GitHub Free

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Redux

Name Cost
Redux website Free
Codecademy's Learn Redux course Free
Codecademy's Learn Redux: Fundamentals course Free
Codecademy's Learn Redux: Redux Toolkit course Free
Codecademy's Learn Redux: Middleware and Thunks course Free
Codecademy's Learn Redux: React Redux course Free
freeCodeCamp's Redux course Free
freeCodeCamp's React and Redux course Free
Redux cheat sheet on Devhints Free

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Node.js

Name Cost
Node.js website Free
NPM website Free with some Paid features
NPM cheat sheet on Devhints Free
freeCodeCamp's Managing Packages with NPM course Free
Codecademy's Learn Node.js course Free
Codecademy's Learn Node.js: Fundamentals course Free
Codecademy's Learn Node.js: Setting Up a Server course Free
Codecademy's Learn to Prevent Cross-Site Scripting with Node.js course Paid
W3Schools's Node.js Tutorial Free
nodemon website Free

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Express.js

Name Cost
Express.js website Free
"Understanding Express.js" article by Evan Hahn Free
Express.js cheat sheet Free
freeCodeCamp's Basic Node and Express course Free
NodeJS course on The Odin Project Free
Pug website Free
EJS website Free
Passport.js website Free
freeCodeCamp's Advanced Node and Express course Free
Codecademy's Learn Express course Paid
Codecademy's User Authentication & Authorization in Express course Free
Helmet.js website Free
freeCodeCamp's Information Security with HelmetJS course Free
Socket.IO website Free

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JavaScript Testing

Name Cost
Mocha.js website Free
Chai.js website Free
Chai.js cheat sheet on Devhints Free
Jasmine website Free
Jasmine cheat sheet on Devhints Free
Jest website Free
Jest cheat sheet on Devhints Free
freeCodeCamp's Quality Assurance and Testing with Chai course Free
Udacity's JavaScript Testing course Free
Testing JavaScript tutorial on The Odin Project Free
Codecademy's Learn React Testing course Free
Codecademy's Learn JavaScript Unit Testing course Paid
Codecademy's Learn Testing for Web Development course Paid

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Other JavaScript Libraries

Name Cost
D3.js website Free
freeCodeCamp's Data Visualization Certification Free
Scrimba.com's Learn D3 for free course Free
Udacity's Data Visualization and D3.js course Free
Codecademy's Learn D3 course Paid
Chart.js website Free
Moment.js website Free
Moment.js cheat sheet on Devhints Free
Vue.js website Free
Scrimba.com's Learn Vue.js for free course Free
Codecademy's Learn Vue.js course Paid
Vue.js cheat sheet on Devhints Free
Angular website Free
Scrimba.com's Build your first Angular app course Free
AngularJS website Free
W3Schools's AngularJS Tutorial Free
Codecademy's Learn AngularJS 1.X course Free
Angular.js cheat sheet on Devhints Free
jQuery website Free
W3Schools's jQuery Tutorial Free
Sololearn's jQuery course Free
Codecademy's Learn jQuery course Paid
Codecademy's Learn jQuery: Fundamentals course Free
Codecademy's Learn jQuery: Effects and Event Handling course Free
Codecademy's Learn jQuery: Styles course Free
Codecademy's Learn jQuery: DOM Traversing course Free
p5.js website Free
Codecademy's Learn p5.js course Free
Codecademy's Learn p5.js: Fundamentals course Free
Codecademy's Learn p5.js: Interaction course Free
Codecademy's Learn p5.js: Media course Free
Three.js webspite Free
ProgressBar.js website Free
Webpack.js website Free
Babel.js website Free
TensorFlow website Free
W3Schools's TensorFlow Tutorial Free
Brain.js website Free
Scrimba.com's Neural networks in JavaScript course Free

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MongoDB

Name Cost
MongoDB website Free and Paid services
freeCodeCamp's MongoDB and Mongoose course Free
Codecademy's Learn MongoDB course Free
MongoDB University Free
Udacity's Data Wrangling with MongoDB course Free
Mongoose.js website Free
MongoDB cheat sheet Free

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SQL Databases

Name Cost
Postgres website Free
Intro to SQL: Querying and managing data course on Khan Academy Free
freeCodeCamp's Relational Database Certification Free
Codecademy's Learn SQL course Free
Codecademy's How to Transform Tables with SQL course Paid
Codecademy's How to Analyze Business Metrics with SQL course Paid
Codecademy's Learn to Prevent SQL Injections with Node.js course Paid
Codecademy's Learn Node-SQLite course Free
Knex Query Lab Free
Knex cheat sheet on Devhints Free

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WordPress

Name Cost
WordPress Developer Resources Free
WordPress Codex Free
WPBeginner Free
WordPress Stack Exchange Free
Local by Flywheel Free
Codecademy's Learn PHP course Free
Codecademy's Learn PHP: Introduction course Free
Codecademy's Learn Intermediate PHP course Free
Codecademy's Learn PHP: Arrays and Loops course Free
Codecademy's Learn PHP: Conditionals and Logic course Free
Codecademy's Learn PHP: Functions course Free
Codecademy's Learn PHP: Form Handling and Validation course Free
Codecademy's Learn PHP: Objects and Classes coure Free
W3Schools's PHP Tutorial Free
Sololearn's PHP course Free
PHP tutorial on AlphaCodingSkills Free
PHP interview questions on AlphaCodingSkills Free
PHP Formatter Free

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Python

Name Cost
Python website Free
PyPi website Free
W3Schools's Python Tutorial Free
Python cheat sheet Free
Python cheat sheet on Devhints Free
pytest Free
Sololearn's Python for Beginners course Free with some Paid features
Sololearn's Intermediate Python course Free with some Paid features
Sololearn's Python Core course Free with some Paid features
Sololearn's Data Science course Free
Sololearn's Python for Data Science course Free with some Paid features
Sololearn's Python Data Structures course Free with some Paid features
Sololearn's Machine Learning course Free
Scrimba.com's Learn Python for free course Free
freeCodeCamp's Scientific Computing with Python Certification Free
freeCodeCamp's Data Analysis with Python Certification Free
freeCodeCamp's Python for Penetration Testing course Free
freeCodeCamp's Machine Learning with Python Certification Free
Python tutorial on AlphaCodingSkills Free
Python interview questions on AlphaCodingSkills Free
Udacity's Introduction to Python Programming course Free
Codecademy's Python for Programmers course Free
Codecademy's Learn Python 3 course Paid
Codecademy's Learn Intermediate Python 3 course Paid
Codecademy's Learn Intermediate Python 3: Object-Oriented Programming course Free
Codecademy's Learn Intermediate Python 3: Functions, Namespaces, and Scope course Free
Codecademy's Learn Intermediate Python 3: Iterators and Generators course Free
Codecademy's Learn Intermediate Python 3: Exceptions and Unit Testing coures Free
Codecademy's Learn Intermediate Python 3: Sets and Specialized Collections course Free
Codecademy's Learn Intermediate Python 3: Resource Management course Free
Codecademy's Learn Object Oriented Programming with Python & Project-Based Learning course Free
Codecademy's Learn Advanced Python 3 course Paid
Codecademy's Learn Advanced Python 3: Functional Programming course Free
Codecademy's Learn Advanced Python 3: Database Operations course Free
Codecademy's Learn Advanced Python 3: Concurrency course Free
Codecademy's Learn Advanced Python 3: Logging course Free
Codecademy's Hypothesis Testing with Python course Paid
Codecademy's Learn Data Analysis with Pandas course Paid
Codecademy's Learn Statistics with NumPy course Paid
Codecademy's Learn Statistics with Python course Paid
Codecademy's Exploratory Data Analysis in Python course Paid
Codecademy's Getting Started with Python for Data Science course Free
Codecademy's Learn Data Visualization with Python course Free
Codecademy's How to Clean Data with Python coures Paid
Codecademy's Learn Data Structures and Algorithms with Python course Paid
Codecademy's Learn Advanced Algorithms and Data Structures with Python course Paid
Codecademy's Learn Recursion with Python course Paid
Codecademy's Learn Sorting Algorithms with Python course Paid
Codecademy's How to Implement Search Algorithms with Python course Paid
Codecademy's Linear Data Structures course Paid
Codecademy's Learn Advanced Algorithms with Python: String Searching Algorithms course Free
Codecademy's Learn Advanced Algorithms with Python: Hamiltonian Algorithms course Free
Codecademy's Learn Advanced Data Structures with Python: Trees course Free
Codecademy's Linear Regression in Python course Free
Codecademy's Learn the Basics of Machine Learning course Paid
Codecademy's Technical Interview Practice with Python course Paid

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