Summaries of freeCodeCamp.org Videos 📚

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

SaaS Marketing for Developers – Automate Sales Tasks with AI

How to Build a Language Model with Python

What Is a Data Science Crash Course About?

SPSS for Beginners - Full Course

Production-Grade AI Project Tutorial – Build & Deploy

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

How to Learn JavaScript: A Complete Beginner Course

How to Create a Web Application Using Flask in Python

College Algebra – Full Course with Python Code

How to Code Like a Pro (with Dylan Israel)

Contributing To Open Source – Beginner's Guide

How to Master n8n for Workflow Automation

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

JavaScript Programming - Full Course

MongoDB with Python Crash Course - Tutorial for Beginners

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

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

Node.js / Express Course - Build 4 Projects

How to Build MCP Servers with Python

Databases In-Depth – Complete Course

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

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

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

How to Build a Machine Learning Pipeline with MLOps

How to Forecast Time Series in Python for Beginners

How to Program ARM Assembly Language for Beginners

How to Build a Shopping Cart with JavaScript

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

How to Pass the AWS Solutions Architect Associate Exam

How to Train Qwen 3 LLM from Scratch

How to Design a Website in Figma: Step-by-Step Guide

How to Build 12 Python Projects for Beginners

JavaScript Course for Beginners

Vite Crash Course – Frontend Build Tool

C Programming Tutorial for Beginners

Fine Tuning LLM Models – Generative AI Course

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

OpenCV Course - Full Tutorial with Python

Back End Developer Roadmap

How to Build Web Apps with Node.js and Express

What Is Harvard CS50: A Complete University Course?

How to Create a CRUD API with .NET 6

How to Pass the Azure AI Fundamentals Certification Exam

How Emmett Naughton Transitioned from Janitor to Developer

How to Learn TensorFlow 2.0 for Beginners

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

How to Optimize Web Performance with Next.js Caching

How to Scrape Websites Using Beautiful Soup in Python?

Linux Device Drivers Development Course for Beginners

JavaScript Testing with Jest – Crash Course

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

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

Python NumPy Tutorial for Beginners

Learn CSS Flexbox in 2 Hours – Tutorial for Beginners

Why Algorithms Work – Algorithm Analysis Deep Dive Course

How to Build a Sudoku Java Application from Scratch

How to Earn Google Cloud Data Analytics Certificate

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

How to Prepare for the Kubernetes CKA Administrator Exam

Data Science Job Interview – Full Mock Interview

How Does HTML Help You Build Websites?

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

ASP.NET Web API – Token Based Authentication Tutorial

How to Learn Python Programming from Scratch

Precalculus Course

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

How to Use Docker for Node.js and Express Development

Full Stack React Developer Course with Appwrite

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

College Algebra - Full Course

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

Java Programming for Beginners – Full Course

What Skills Are Essential for Full Stack Web Development?

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

How to Become a Data Engineer: Beginners Course

How to Master Data Structures and Algorithms in Python

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

How to Start with MATLAB: Beginner's Guide

How to Succeed in the Developer Job Market 2025

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

How to Master HTTP Networking with JavaScript APIs

Google Cloud Cybersecurity Certificate Course

Learn Go Programming by Building 11 Projects – Full Course

AWS VPC Beginner to Pro - Virtual Private Cloud Tutorial

PHP Programming Language Tutorial - Full Course

How to Build Web Apps with React and Tailwind

APIs for Beginners - How to use an API (Full Course / Tutorial)

How to Start Learning Python as a Complete Beginner?

How to Master Software Testing with Playwright & AI

How to Use Excel for Beginners: Complete Guide

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

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

Distributed File Storage In Go – Full Course

Use ChatGPT to Code a Full Stack App – Full Course

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

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

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

Terraform Course - Automate your AWS cloud infrastructure

Elasticsearch Course for Beginners

How to Get Started with Python and Django for Web Development

How to Master Dynamic Programming with Visuals

React Fundamentals - Full Course for Beginners

Combine Vibe Coding & n8n to Build Real AI Apps

How to Learn HTML: A Complete Beginner's Guide

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

How to Simplify Rational Expressions Effectively

What Is AI? A Beginner's Guide to Machine Learning

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

How to Build Kubernetes Operators with Go

How to Build and Optimize Production RAG Systems

JavaScript Clean Code Course – Fix Code Smells & Refactor

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

AWS Cognito Course – Authentication and Authorization

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

Kotlin Course - Tutorial for Beginners

NestJs Course for Beginners - Create a REST API

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

How to Write Dart Code: A Beginner's Tutorial

Quantum Computing Course – Math and Theory for Beginners

Front End Developer Roadmap

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

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

Discrete Mathematics Course for Beginners

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

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

How to Master Calculus 2 Concepts and Techniques

Java Testing with Selenium Course

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

How to Build AI Agents with LangGraph in Python

Deep Learning Crash Course for Beginners

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

How to Fine-Tune Large Language Models Efficiently

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

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

DevOps Engineering Course for Beginners

Generative AI for Developers – Comprehensive Course

How to Write Ethereum Smart Contracts in Solidity

Essential Machine Learning and AI Concepts Animated

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

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

Pointers in C for Absolute Beginners – Full Course

Arduino Course for Everybody

How to Build Integrated AI Systems with RAG and MCP

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

How He Got His First Dev Job at Age 43

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

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

Intro to Java Programming - Course for Absolute Beginners

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

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

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

Computer Vision with Arduino Tutorial – 2 Projects

How to Build MLOps Pipeline for YouTube Sentiment

How to Learn Machine Learning from Scratch

Building a Vision Transformer Model from Scratch with PyTorch

AWS Certified Cloud Practitioner Certification Course (CLF-C01) - Pass the Exam!

DevSecOps Course for Beginners – API Security

Learn TypeScript – Crash Course for Beginners

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

How to Create a Game with Godot Engine

What Are Data Structures and How Are They Used?

Git Branches Tutorial

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

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

Functional Programming with Elixir – Full Course

How to Learn Any Language Using ChatGPT and AI

Stack Data Structure Tutorial – Solve Coding Challenges

How to Secure Your APIs Against Common Vulnerabilities

Docker and Kubernetes Fundamentals: A Beginner's Guide

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

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

Automate with Python – Full Course for Beginners

iOS App Store Submission Tutorial

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

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

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Fundamentals of Finance & Economics for Businesses – Crash Course

Pandas & Python for Data Analysis by Example – Full Course for Beginners

How to Get AWS Certified Cloud Practitioner Easily

Google Generative AI Leader Certification Course – Pass the Exam!

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

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

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

Android App Development Tutorial for Beginners - Your First App

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

How to Master Spring Boot & Spring Data JPA

Linux for Ethical Hackers (Kali Linux Tutorial)

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

How to Become an AI Engineer by 2025

React 19 Project Tutorial – AI Code Explainer

How to Implement OOP in C++

How Can Excel Users Learn Data Analysis with Python?

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

How to Use Selenium for Web Scraping and Automation

Android Development for Beginners - Full Course

MERN Stack Tutorial for Beginners with Deployment – 2025

How to Decode Deep Learning Research Papers

David Malan on Why You Should Learn Programming Slowly

Python Automation Tutorial – How to Automate Tasks for Beginners [Full Course]

Pointers in C / C++ [Full Course]

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

Build and Deploy a Polished AI Project and Get Sales

What Do You Need to Know About SQL and Databases?

How to Learn Go Programming for Beginners

Learn Vue.js – Tutorial for Beginners

Swift Programming Tutorial – Full Course for Beginners

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

How Do You Secure Your Accounts and Data Against Threats?

What Are the Key Networking Technologies for WANs?

How Does the Internet Work? A Beginner's Guide

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

Recursion in Programming - Full Course

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

What Are Algorithms and How Can I Learn Them?

Learn Tailwind CSS – Course for Beginners

Build Serverless AI Agents with Langbase

What Is Machine Learning for Beginners?

What Are the Benefits of Using R for Data Science?

Learn Git – Full Course for Beginners

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

Vim Tutorial for Beginners

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

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

Learn React JS - Full Course for Beginners - Tutorial 2019

How to Prepare for System Design Interviews

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

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

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

Learn Mistral AI – JavaScript Tutorial

How to Learn PostgreSQL for Beginners Effectively

What Is Algorithmic Trading with Python and Machine Learning?

Complete Guide to Open Source - How to Contribute

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

How to Master Go Programming with Projects

Linear Algebra for Machine Learning

C Programming with Raylib – Match3 Game Tutorial

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

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

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

How Hitesh Choudhary Became a CTO: Insights and Lessons

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

How to Pass the AWS Developer Associate Exam

Augmented Reality for Everyone - Full Course

How Does the VGG Convolutional Neural Network Work?

How to Learn TypeScript: A Complete Beginner's Guide

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

How to Use LaTeX for Beginners: A Complete Guide

How to Use Postman for Effective API Testing?

What Are the Basics of Computers for Beginners?

How to Pass Microsoft Azure AZ-900 Certification

Google Cloud Digital Leader Certification Course - Pass the Exam!

OAuth 2.0 Course for Beginners

How to Learn React with a Project-Based Approach

How Can I Learn Python Programming as a Beginner?

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

How to Build a Web App Using the MERN Stack

How to Start Drawing 2D in AutoCAD for Beginners

How to Master Rust Programming: Beginner's Guide

How to Use Popular Linux Terminal Commands

ChatGPT Course – Use The OpenAI API to Code 5 Projects

Visual Studio Code Crash Course

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

Bash Scripting Tutorial for Beginners

Spring Boot Tutorial for Beginners (Java Framework)

What Are the Basics of Data Analysis with Python?

How to Master Data Structure Patterns for LeetCode Interviews

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

How to Build 3D Projects with Three.js for Beginners

What Are APIs and How Do You Use Them Effectively?

What Are the Key Concepts in Artificial Intelligence with Python?

How to Use Python for Algorithmic Trading

Harvard CS50’s Intro to Databases with SQL – Full University Course

How to Learn C# Programming From Scratch With Projects

Statistics - A Full University Course on Data Science Basics

How to Track ML Experiments and Manage Models with MLflow

API integration Course – Modern Python with FastAPI

What Is Prompt Engineering and How Does It Work?

How to Learn Python for Beginners with Projects

Technical Writing Course for Beginners

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

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

Graph Algorithms for Technical Interviews - Full Course

Patrick Hartley on Competing for Remote Dev Jobs

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

Learn Supabase (Firebase Alternative) – Full Tutorial for Beginners

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

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

How to Design an Effective Database for Beginners

How to Start Learning Machine Learning in 2024?

Non-Technical Intro to Generative AI

How to Implement RAG with Python and LangChain

What is the JavaScript DOM?

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

How to Learn CSS: A Comprehensive Beginner's Guide