Summaries of freeCodeCamp.org Videos 📚

What Are the Basics of Data Analysis with Python?

How to Build a Web App Using the MERN Stack

How Emmett Naughton Transitioned from Janitor to Developer

How to Master Dynamic Programming with Visuals

How to Scrape Websites Using Beautiful Soup in Python?

How to Learn MATLAB: A Crash Course for Beginners

Visual Studio Code Crash Course

College Algebra - Full Course

How to Secure Your APIs Against Common Vulnerabilities

Stack Data Structure Tutorial – Solve Coding Challenges

iOS App Store Submission Tutorial

Linux for Ethical Hackers (Kali Linux Tutorial)

HashiCorp Terraform Associate Certification Course (003) - Pass the Exam!

What Are the Benefits of Using R for Data Science?

How to Use OpenGL for 3D Graphics in C++

DevSecOps Course for Beginners – API Security

From freeCodeCamp to NASA with Data Engineer Joe Hill [Podcast #178]

GitHub Foundations Certification Course – Pass the exam in 10 hours!

From injured athlete to software engineer with Kaleb Garner [Podcast #193]

Google Cloud Digital Leader Certification Course - Pass the Exam!

How to use AI as an accelerator, not a crutch, with freelance engineer Ankur Tyagi [Podcast #186]

How to Pass the Azure AI Fundamentals Certification Exam

Python Object Oriented Programming (OOP) - Full Course for Beginners

PHP Programming Language Tutorial - Full Course

Build and Deploy a Polished AI Project and Get Sales

Why Algorithms Work – Algorithm Analysis Deep Dive Course

Build a Webshop – Angular, Node.js, TypeScript, Stripe

How to Code Like a Pro (with Dylan Israel)

Vim Tutorial for Beginners

Java Programming for Beginners – Full Course

How to Build an E-commerce Website with Django and Python

Docker and Kubernetes Fundamentals: A Beginner's Guide

Linux Device Drivers Development Course for Beginners

Patrick Hartley on Competing for Remote Dev Jobs

JavaScript Programming - Full Course

Google Cloud Associate Cloud Engineer Course [2025] - Pass the Exam!

How to Succeed in the Developer Job Market 2025

API integration Course – Modern Python with FastAPI

Google Generative AI Leader Certification Course – Pass the Exam!

How to Pass Microsoft Azure AZ-900 Certification

Azure AI Engineer Associate Certification (AI-102) – Full Course to PASS the Exam

How to Use Docker for Node.js and Express Development

Back End Developer Roadmap

How to Learn Python for Beginners with Projects

How to Get AWS Certified Cloud Practitioner Easily

SPSS for Beginners - Full Course

JavaScript Clean Code Course – Fix Code Smells & Refactor

Non-Technical Intro to Generative AI

DevOps Engineering Course for Beginners

What Is a Data Science Crash Course About?

How Does Algorithmic Trading Work? Machine Learning and Quant Strategies Course with Python

LLMs from Scratch – Practical Engineering from Base Model to PPO RLHF

How to Use Postman for Effective API Testing?

How to Build 12 Python Projects for Beginners

Pointers in C for Absolute Beginners – Full Course

How to focus on building your skills when everything's so distracting with Ania Kubów [Podcast #187]

Linear Algebra for Machine Learning

Flutter Full Stack Tutorial – Spotify Clone w/ MVVM Architecture, Python, FastAPI, Riverpod

The Most Important Skills Going Forward with CTO + Homebrew Maintainer Mike McQuaid [Podcast #204]

Swift Programming Tutorial – Full Course for Beginners

How to Master Data Structures and Algorithms in Python

The Oracle Foundations Associate Cloud Certification (PASS THE EXAM) – Full Course

How to Learn OpenCV Image Processing in Python

Graph Algorithms for Technical Interviews - Full Course

What Is Python for Data Science and How Can Beginners Learn It?

Learn Docker – Full DevOps Course for Deploying Containerized Apps

How to Prepare for the Microsoft 365 MS-900 Certification Exam

Front End Developer Roadmap

Perfectionism holds new developers back with Abbey Perini [Podcast #196]

Cryptography for Beginners - Full Python Course (SHA-256, AES, RSA, Passwords)

Quantum Computing Course – Math and Theory for Beginners

Combine Vibe Coding & n8n to Build Real AI Apps

How to Build a Social Media Dashboard with HTML and CSS?

How to turn Open Source into a Job with Nick Taylor [Podcast #181]

How to Start Learning Python as a Complete Beginner?

How to Pass the Azure AI Fundamentals Exam (AI-900)

How to Learn Machine Learning from Scratch

Build REST APIs in .NET 9 – Full Course for Beginners

What Is Linux and How Do I Get Started with It?

How to Become an AI Engineer by 2025

How to Forecast Time Series in Python for Beginners

How to Create a CRUD API with .NET 6

Learn TypeScript – Crash Course for Beginners

Python NumPy Tutorial for Beginners

How to Build Advanced AI Agents – Course for Beginners (LiveKit, Exa, LangChain)

Code Your Own Code Editor – JavaScript, HTML, CSS Tutorial

AWS Cognito Course – Authentication and Authorization

How Do You Master n8n Workflow Automation? Zero to Hero Course

What Is Machine Learning for Beginners?

Guide to Agentic AI – Build a Python Coding Agent with Gemini

How Does HTML Help You Build Websites?

How to Optimize Web Performance with Next.js Caching

How Do You Secure Your Accounts and Data Against Threats?

Databases In-Depth – Complete Course

Claude Code Essentials

How to Learn Go Programming for Beginners

React Fundamentals - Full Course for Beginners

Full Stack React Developer Course with Appwrite

AWS VPC Beginner to Pro - Virtual Private Cloud Tutorial

Building an AI-Powered E-commerce Chat Assistant with MongoDB – Tutorial

How to Automate Common Tasks with Python

How to Learn SQL and Databases: CS50 Full Course

How to Build a Language Model with Python

How to Build MLOps Pipeline for YouTube Sentiment

Evolution of the Transformer Architecture Used in LLMs (2017–2025) – Full Course

How to Master HTTP Networking with JavaScript APIs

What Is UML and Why Is It Essential for Software Development?

How to Learn HTML: A Complete Beginner's Guide

799 rejections... but he got the job! Braydon Coyer developer interview [Podcast #179]

How to Track ML Experiments and Manage Models with MLflow

How to Build a Sudoku Java Application from Scratch

How to Learn C# Programming From Scratch With Projects

Java Testing with Selenium Course

Build a Full Stack Movie Streaming App in Go – Golang, React, MongoDB, OpenAI API Project Course

Learn Chess and Become a Better Developer with Ihechikara Abba (ELO rating of 2285) [Podcast #189]

How to Pass the AWS Developer Associate Exam

How Can Excel Users Learn Data Analysis with Python?

Building a Vision Transformer Model from Scratch with PyTorch

How to Learn JavaScript and Three.js by Building 5 Beginner Projects

What is the JavaScript DOM?

How to Master Data Structure Patterns for LeetCode Interviews

How Hitesh Choudhary Became a CTO: Insights and Lessons

How to Learn TensorFlow 2.0 for Beginners

Guitar Theory Course for Beginners – Learn Fretboard, Major Scale and Triads

Terraform Course - Automate your AWS cloud infrastructure

Learn CSS Flexbox in 2 Hours – Tutorial for Beginners

OAuth 2.0 Course for Beginners

Build Serverless AI Agents with Langbase

Secure PHP Apps with Symfony & MongoDB – Full Course for Beginners

Production-Grade AI Project Tutorial – Build & Deploy

Bash Scripting Tutorial for Beginners

Node.js / Express Course - Build 4 Projects

Fine Tuning LLM Models – Generative AI Course

Contributing To Open Source – Beginner's Guide

How to Use the 50 Most Popular Linux & Terminal Commands: Full Course for Beginners

What Are the Key Concepts in Artificial Intelligence with Python?

JavaScript Course for Beginners

ASP.NET Web API – Token Based Authentication Tutorial

How to Master Rust Programming: Beginner's Guide

How to Learn Any Language Using ChatGPT and AI

How to Master Calculus 2 Concepts and Techniques

C Programming with Raylib – Match3 Game Tutorial

C Programming Tutorial for Beginners

How to Master Spring Boot & Spring Data JPA

Augmented Reality for Everyone - Full Course

Rust VS Go VS TypeScript which back end language is for you with Tai Groot [Podcast #176]

Git for Professionals Tutorial - Tools & Concepts for Mastering Version Control with Git

What Are the Basics of C++ Variables and Data Types?

Google Cloud Cybersecurity Certificate Course

Learn Tailwind CSS – Course for Beginners

How to Pass the AWS Certified Cloud Practitioner Exam

What happens when the model CAN'T fix it? Interview w/ software engineer Landon Gray [Podcast #213]

PERN Stack Course - Postgres, Express, React, and Node

What Will I Learn in Harvard's Web Programming Course?

How to Build an AI Code Explainer App with React 19

What Are APIs and How Do You Use Them Effectively?

What Will I Learn in Harvard's Python Programming Course?

What Are Algorithms and How Can I Learn Them?

Learn Mistral AI – JavaScript Tutorial

How to Write Ethereum Smart Contracts in Solidity

Creative Web Development with Three.js and Blender – 3D Portfolio for Beginners

Discrete Mathematics Course for Beginners

Statistics - A Full University Course on Data Science Basics

Inside The World's Biggest Hackathon – Full Documentary on UC Berkeley's Cal Hacks

Deep Learning Vision Architectures Explained – Python Course on CNNs and Vision Transformers

How to Learn Pandas for Data Analysis by Solving Projects

How Can I Learn Python Programming as a Beginner?

SaaS Marketing for Developers – Automate Sales Tasks with AI

Master Design Patterns & SOLID Principles in C# - Full OOP Course for Beginners

How to Write Dart Code: A Beginner's Tutorial

What Is Microservice Architecture and How Is It Built Using Python?

What Are the Basics of Computers for Beginners?

Distributed File Storage In Go – Full Course

How to Learn PostgreSQL for Beginners Effectively

Spring Boot Tutorial for Beginners (Java Framework)

Serverless and Microservices with C# – Scalable Cloud Applications with Azure and .NET Aspire

How to Use Microsoft Excel for Beginners: Full Course with Six Practical Projects

How to Decode Deep Learning Research Papers

How to Build a Machine Learning Pipeline with MLOps

How He Got His First Dev Job at Age 43

How to Use Selenium for Web Scraping and Automation

AI Foundations for Absolute Beginners: What Is AI and How Does Machine Learning Work?

What Skills Are Essential for Full Stack Web Development?

Essential Machine Learning and AI Concepts Animated

What Is Prompt Engineering and How Does It Work?

How to Use Python for Algorithmic Trading

How to Build a Shopping Cart with JavaScript

How to Build Cross-Platform GUI Apps with Python and PySide6

How to Get Started with Python and Django for Web Development

How to Learn JavaScript: A Complete Beginner Course

How to Pass the AWS Solutions Architect Associate Exam

How Does the Internet Work? A Beginner's Guide

NestJs Course for Beginners - Create a REST API

Use ChatGPT to Code a Full Stack App – Full Course

How Does the VGG Convolutional Neural Network Work?

How to Create a Game with Godot Engine

How to teach yourself programming with GitHub's Andrea Griffiths [Podcast #199]

What Are Data Structures and How Are They Used?

Data Analysis with Python Course - Numpy, Pandas, Data Visualization

Deep Learning Crash Course for Beginners

What Is Git and How Do I Use GitHub for Collaboration?

JavaScript Testing with Jest – Crash Course

How to Learn React with a Project-Based Approach

How to Use Keras with TensorFlow for Deep Learning Beginners

The world still needs people who care - CodePen founder Chris Coyier interview [Podcast #212]

Data Viz w/ Svelte and D3 Tutorial – Custom and Interactive Data Visualization

How to Build MCP Servers with Python

Problem Solving for Beginners: Build Algorithms from Scratch with First Principles and JavaScript

Android App Development Tutorial for Beginners - Your First App

There are 2 kinds of devs. One of them is screwed. Justin Searls interview [Podcast #210]

Android Development for Beginners - Full Course

Lone Wolf Dev turned Open Source Super Contributor Tom Mondloch [Podcast #190]

Automate with Python – Full Course for Beginners

Docker Tutorial for Beginners - A Full DevOps Course on How to Run Applications in Containers

Generative AI for Developers – Comprehensive Course

How to Build Integrated AI Systems with RAG and MCP

Intro to Backend Web Development – Node.js & Express Tutorial for Beginners

How to Implement OOP in C++

How to Land Freelance Clients with Small Business Whisperer Luke Ciciliano [Podcast #211]

How to Build and Optimize Production RAG Systems

How to Start Learning Machine Learning in 2024?

How Do You Build Web Apps with Node.js and Express.js? Full Course

Enterprise AI Tutorial – Embeddings, RAG, and Multimodal Agents Using Amazon Nova and Bedrock

Computer Vision with Arduino Tutorial – 2 Projects

College Algebra – Full Course with Python Code

How to Learn Software Testing with Playwright, E2E Tests, and AI Agents

Arduino Course for Everybody

What Is Harvard CS50: A Complete University Course?

What Is System Design and How to Build a Live Streaming App?

When NOT to use AI in your hackathon project with MLH winners Cindy Cui and Alison Co [Podcast #198]

How to Use LaTeX for Beginners: A Complete Guide

Learn Supabase (Firebase Alternative) – Full Tutorial for Beginners

Google Calendar Clone Tutorial – PHP, MySQL, JavaScript, HTML, and CSS

How to Build AI Agents with LangGraph in Python

Technical Writing Course for Beginners

How to Become a Data Engineer: Beginners Course

How Do Pointers Work in C and C++?

Python for Data Science Course – Hands-on Projects with EDA, AB Testing & Business Intelligence

Learn React JS - Full Course for Beginners - Tutorial 2019

Learn Terraform with Azure by Building a Dev Environment – Full Course for Beginners

Will AI Replace Developers? A 22-Year Dev's Take

David Malan on Why You Should Learn Programming Slowly

How to Learn Python Programming from Scratch

How Do Beginners Build and Deploy a MERN Stack Notes App? – 2025 Tutorial

How to Start Drawing 2D in AutoCAD for Beginners

How to Contribute to Open Source Projects Effectively

What Is Programming? A Beginner's Intro to Computer Science

Learn Vue.js – Tutorial for Beginners

How to write technical blog posts - talk by freeCodeCamp creator Quincy Larson

How to build your own learning path using Open Source with Kunal Kushwaha [Podcast #200]

Build a Calendly Clone – Full Stack Next.js, Typescript, React, Tailwind

How to Train Qwen 3 LLM from Scratch

First dev job at 45 – Interview with self-taught freeCodeCamp grad Eric Carlson [Podcast #194]

Senior Playstation Engineer's tips for learning new tools and getting things done [Podcast #184]

How to Create a Web Application Using Flask in Python

How to Prepare for System Design Interviews

Fundamentals of Finance & Economics for Businesses – Crash Course

How to Build Kubernetes Operators with Go

Evan You – From Art School Kid to Open Source Legend [Podcast #192]

From Therapist to six figure freelance dev [Podcast #176]

Intro to Java Programming - Course for Absolute Beginners

Elasticsearch Course for Beginners

What Is Data Science and Why Is It Important for Beginners?

Learn Go Programming by Building 11 Projects – Full Course

What Is Recursion in Programming and How Does It Work?

Laid off but not afraid with X-senior Microsoft Dev MacKevin Fey [Podcast #173]

How to Use the OpenAI API to Build AI Projects

How Do You Implement RAG From Scratch with Python? A LangChain Engineer Explains

How to Master Go Programming with Projects

MongoDB with Python Crash Course - Tutorial for Beginners

How to Create a UI/UX Website Design in Figma: Wireframe to Mockup

Abandoning med school to become a software engineer with Edidiong Asikpo [Podcast #182]

Precalculus Course

How to Learn CSS: A Comprehensive Beginner's Guide

Data Science Job Interview – Full Mock Interview

Azure Data Fundamentals Certification (DP-900) - Full Course to PASS the Exam

Become an AI Researcher Course – LLM, Math, PyTorch, Neural Networks, Transformers

How to Build Web Apps with React and Tailwind

How to Earn Google Cloud Data Analytics Certificate

What Is an API and How Do You Use One?

How to Design an Effective Database for Beginners

How to Simplify Rational Expressions Effectively

Making Developer Friends Anywhere, with Iraqi Engineer Code;Life [Podcast #172]

How to Learn Git From Scratch: Full Beginner Course

How to Fine-Tune Large Language Models Efficiently

n8n Course for Beginners – Build Complex Workflows & Master AI Integration

How to Prepare for the Kubernetes CKA Administrator Exam

Git Branches Tutorial

Vite Crash Course – Frontend Build Tool

What Are the Key Networking Technologies for WANs?

What Do You Need to Know About SQL and Databases?

Kotlin Course - Tutorial for Beginners

Functional Programming with Elixir – Full Course

How to Program ARM Assembly Language for Beginners

How to Learn TypeScript: A Complete Beginner's Guide

How to Learn Frontend Web Development: JavaScript, HTML, CSS

How to Build Real-World Apps with React Router 6?