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Curriculum for the course How to become a developer in your 30s with Anjana Vakil [Podcast #162] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Anjana Vakil who left academia to learn to code. She got her first developer job in her 30s. She was an English teacher who studied computational linguistics, and found building software to be more fun than actual research. She's worked at ton of tech companies and has freelance clients. She shares some excellent tips on learning new skills and avoiding burnout. We talk about: - How Anjana taught herself to code in her 30s - Being an American dev working in Europe - Stress, burnout, and how she gets by - How skills from your previous non-developer career can help differentiate you as a developer Support for this podcast comes from a grant from Wix Studio. Wix Studio provides developers tools to rapidly build websites with everything out-of-the-box, then extend, replace, and break boundaries wi...

Curriculum for the course Linear Algebra for Machine Learning This in-depth course provides a comprehensive exploration of all critical linear algebra concepts necessary for machine learning. You will learn the mathematical foundations to excel in AI. Course created by @LunarTech_ai. ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Maneerat 👾 Justin Hual -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news Watch Online Full Course: Linear Algebra for Machine Learning Click Here to watch on Youtube: Linear Algebra for Machine Learning This video is first published on youtube via freec...

Curriculum for the course Build a Full Stack AI-Powered Web App with ChatGPT API Learn how to build AI Chat Application with the help of AI and the MERN Stack, using tools like the ChatGPT API, Google's BERT, and the DeepSeek R1 model. Along the way, you'll gain hands-on experience with backend setup, MongoDB integration, and Hugging Face models. Course created by @CodingCleverly ⭐️ Contents ⭐️ 0:00:00 Introduction 0:04:10 npm init 0:07:28 backend folder 0:12:50 mongodb 0:19:10 openai tokens 0:26:50 mongodb issues 0:33:50 chat.js file 0:39:50 .env file 0:45:50 frontend folder 0:58:50 testing endpoints 1:26:50 huggingface 1:39:50 response 1:43:55 deepseek r1 1:58:00 results ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudi...

Curriculum for the course Vision Transformer from Scratch Vision Transformers (ViTs) are reshaping computer vision by bringing the power of self-attention to image processing. In this tutorial you will learn how to build a Vision Transformer from scratch. By the end of the course, you'll have a deeper understanding of how AI models process visual data. Course developed by @tungabayrak9765. 💻 Code: https://colab.research.google.com/drive/1Q6bfCG5UZ7ypBWft9auptcD4Pz5zQQQb?usp=sharing#scrollTo=1EaWO-aNOk3v ⭐️ Contents ⭐️ (0:00:00) Intro to Vision Transformer (0:03:48) CLIP Model (0:08:16) SigLIP vs CLIP (0:12:09) Image Preprocessing (0:15:32) Patch Embeddings (0:20:48) Position Embeddings (0:23:51) Embeddings Visualization (0:26:11) Embeddings Implementation (0:32:03) Multi-Head Attention (0:46:19) MLP Layers (0:49:18) Assembling the Full Vision Transformer (0:59:36) Recap ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvente...

Curriculum for the course How to go full-on Renaissance Man mode in 2025 with Vaughn Gene [Podcast #161] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Vaughn Gene. He's a self-taught software engineer who works with lots of freelance clients. Vaughn lived in Japan for 10 years, and speaks Japanese, speaks Spanish, plays guitar, plays piano, and is skilled at MMA. He's obsessed with learning new skills. We talk about: - How Vaughn struggled with high school and joined the Navy - How he learned Japanese so he could work as a personal trainer in Japan - How he learned coding using freeCodeCamp as a way to make more time and more money - His pragmatic approach for teaching himself new skills for free Support for this podcast comes from a grant from Wix Studio. Wix Studio provides developers tools to rapidly build websites with everything out-of-the-box, then extend, replace, and break boundaries with code. Learn more at https://wixst...

Curriculum for the course Kubernetes and EKS for Beginners – Crash Course with Pulumi Learn the basics of Kubernetes and how to deploy on EKS. You'll also learn how Pulumi can help with Infrastructure as Code. Course created by @beau . Create a Pulumi Open Source account: https://app.pulumi.com/signup?utm_source=freeCodeCamp 🏗️ Pulumi provided a grant to make this course possible. ⭐️ Contents ⭐️ 00:00 Intro 01:11 Kubernetes Basics 03:58 Simple Kubernetes Project 05:09 Docker Basics 08:26 Pods 11:58 Deployments 13:16 Services 15:08 ConfigMaps and Secrets 17:07 Verify Delpoyment 18:14 Kubernetes in Real Word App 26:18 EKS Basics 28:47 Why Pulumi? 29:53 Simple Pulumi Project 40:23 Deploying Zephyr App to EKS with Pulumi 46:56 Using Pulumi Copilot to Deploy to EKS 57:45 Using Pulumi Insights Watch Online Full Course: Kubernetes and EKS for Beginners – Crash Course with Pulumi Click Here to watch on Youtube: Kubernetes and EKS for Beginners – Crash Course with Pulumi Th...

Curriculum for the course How to Build an ASP.NET Core MVC Web App – Tutorial Learn how to build full stack .NET web applications from scratch from @codeafuture, integrating services and external libraries (Chart.js)! 💻 Source Code: https://github.com/codeafuture/FinanceApp ⭐️ Timestamps ⭐️ 00:00 Overview 01:46 Creating the Project 02:33 The Expense Model 06:01 Adding Validation 08:41 Creating the Context & NuGet Packages 13:31 Creating & Setting up the Database 20:39 Creating the Controller 22:51 The Index Method 32:03 The Create Methods 40:44 Making the Methods asynchronous 42:59 Creating the Service 54:15 Integrating Chart.js ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moralez 👾 Goddard Tan 👾 David MG 👾 Matthew Springman 👾 Claudio 👾 Oscar R. 👾 jedi-or-sith 👾 Nattira Man...

Curriculum for the course From Poker Dealer to Self-Taught Developer [Podcast #160] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Julia Undeutsch who is a self-taught software engineer and accessibility specialist. She works at a large European consultancy helping companies make their software more accessible for people with disabilities. Taught herself to code in her 30s using freeCodeCamp. We talk about: - Julia's coding journey from poker dealer to self-taught software engineer - How she creates tutorials in Japanese - Her passion for making software easier to use for everyone - Working remotely at a big European software consultancy Links we talk about during our conversation: - Julia's website: https://www.juliaundeutsch.com/ - Movie trailer for the 1999 Clive Owen movie "Croupier" that Quincy mentions: https://www.youtube.com/watch?v=LDWzeq5QGiA Chapters 0:00:00 Teaser 0:00:19 Introuction 0:01:24 Song: Fever 0...

Curriculum for the course A Level Computer Science – Essential Programming Concepts in VB.NET Master the essential programming concepts required for Cambridge A-level Computer Science with this comprehensive guide focused on VB.NET implementation. From fundamental algorithms like searching and sorting to advanced topics in Object-Oriented Programming and Abstract Data Types (ADTs), this course provides clear, practical explanations and implementations of each tested concept. This tutorial covers important programming aspects, including linked lists, binary trees, and practical applications of algorithms. Course developed by Moarz. ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp ⭐️ Chapters ⭐️ 0:00:00 Intro 0:01:16 Object Oriented Programming 0:32:50 Algorithms 1:55:26 Abstract Data Types 🎉 Thanks to our Champion and Sponsor supporters: 👾 Drake Milly 👾 Ulises Moral...

Curriculum for the course Build a Memory Game in React Tutorial Create an accessible, interactive memory game using React. This course takes you through building a polished project while exploring how to fetch data, manage state, and implement best practices for inclusivity and functionality. ✏️ Study this course interactively on Scrimba: https://scrimba.com/memory-game-in-react-c0a3odsk39?utm_source=youtube&utm_medium=video&utm_campaign=fcc-memory-game-launch Code is available on the Scrimba course page for each lesson. Discover how to build a fully interactive memory game in React, designed to enhance your development skills and with a focus on accessibility. This course guides you through each step, from fetching and managing API data to designing reusable components and implementing user interactions. You’ll work on challenges such as randomizing game elements, detecting matches, and handling errors. Along the way, you'll gain practical experience in solving co...

Curriculum for the course From freeCodeCamp to CTO with Robotics Engineer Peggy Wang [Podcast #159] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Peggy Wang. She's used freeCodeCamp to learn how coding, worked in Big Tech as a robotics engineer, and she's cofounder and CTO of Ego AI, which builds human-like agents for video games. We talk about: - How she grew up a first generation immigrant and public school kid in Milwaukee - How her love of robotics helped her get into Stanford - How freeCodeCamp served as a key resource to build her developer chops - The near future of humanoid robots, self-driving cars, and human-like AI agents in games Links we talk about during our conversation: - Peggy's GameDev company, Ego AI: https://www.egoai.com/ - Quincy's interview with hardware engineer Bruno Haid that he mentions toward the end of this episode: https://www.freecodecamp.org/news/podcast-hardware-engineering-bruno-haid/ ...

Curriculum for the course AI Engineer Roadmap – How to Learn AI in 2025 This comprehensive AI Engineering roadmap will walk you through the essential skills and techniques every aspiring AI Engineer should master by 2025. From fundamental mathematics and key machine learning algorithms to deep learning, AI Engineering best practices, and large language models—you’ll get hands-on AI Engineering experience and invaluable career insights that will set you on the fast track to success in this rapidly evolving field. Course developed by Tatev Aslanyan from @LunarTech_ai Apply to AI Engineering Bootcamp Here: https://www.lunartech.ai/bootcamp/ai-engineering-bootcamp ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp ⭐️ Contents ⭐️ (0:00:00) AI Engineering Roadmap Introduction (0:03:59) What is AI Engineering (0:05:47) AI Engineering Applications (0:08:31) Must-Have Skills fo...

Curriculum for the course Strapi 5 and Next.js 15 Full Stack Project Course Learn how to build a website with Next.js 15 and Strapi 5. In this course you'll learn to build a fully functional summer camp website from start to finish. Through hands-on practice, you'll discover how to combine the power of Next.js's server components with Strapi's headless CMS capabilities, creating dynamic, content-rich websites that are both developer-friendly and client-manageable. Project Repo Resources: https://github.com/PaulBratslavsky/freecodecamp-surfcamp-final Strapi Docs: https://strapi.link/getting-started ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp ⭐️ Contents ⭐️ ⌨️ (0:00:00) Course introduction and project overview ⌨️ (0:11:37) How to follow this course and local project setup ⌨️ (0:15:59) Getting started with Next.js 15 and Strapi 5 ⌨️ (0:22:26) Section ...

Curriculum for the course Vyper and Python Smart Contracts on Blockchain – Full Course for Beginners If you're interested in learning how to write software that runs on a blockchain distributed ledger database, this comprehensive course will teach you everything from scratch using Python and Vyper, even if you're a complete beginner. The course will enable you to: 1. Be able to develop smart contracts in Vyper, the pythonic smart contract blockchain language 2. Script in python (you can have 0 python experience for this course, we teach you python too!!) 3. Interact with smart contracts in Python and Vyper 4. Work with AI tools to speed up your development It also covers: - Fuzzing - NFTs - Algorithmic Trading - AI - ERC20s - DeFi And so much more! Code and resources: https://github.com/Cyfrin/moccasin-full-course-cu Cyfrin Updraft course: https://updraft.cyfrin.io/courses/intro-python-vyper-smart-contract-development ❤️ Support for this channel comes from our friend...