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Curriculum for the course Why Algorithms Work – Algorithm Analysis Deep Dive Course This course is a university-level exploration of algorithm and data structure analysis. Go beyond code: learn why algorithms work, not just how. The course covers core mathematical tools, various complexity analysis techniques, sorting algorithms, and data structures like heaps and hash tables. You will gain a deep understanding of algorithm analysis, a skill that remains important even with the rise of AI tools. ✏️ Course created by Qiang Hao, Ph.D. @structuredcs 👉 Get all course materials (quizzes, assignments, answers, solutions): https://github.com/StructuredCS/algorithm-analysis-deep-dive ❤️ 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 overview ⌨️ (0:03:00) Introduction to time complexity ⌨️ (0:20:21) Time complexity analysis of insertion sort...

Curriculum for the course Technical Writing Course for Beginners In this technical writing course, you’ll begin by exploring the fundamentals of technical writing and understanding its importance in various fields. By the end of this course, you’ll have the skills and confidence to communicate complex information clearly and professionally. ✏️ Course from @talltalksfromashortlady2798 ⭐️ Contents ⭐️ (0:00:00) Introduction (0:00:51) What is Technical Writing? (0:07:02) How to Frame a Definition? (0:11:18) Using 'Class' Categories to Frame Definitions (0:22:37) How to Make Definitions More Concrete? (0:27:46) Describing an Object (0:31:44) Special Notices (0:36:19) Writing User Instructions (0:41:41) Describing a Process (0:46:10) How to Write a Formal Report - Types of Reports (0:55:20) How to Write a Formal Report - The Main Body (1:07:19) How to Write a Formal Report - The Prefatory Part ❤️ Support for this channel comes from our friends at Scrimba – the coding platform...

Curriculum for the course How to turn Open Source into a Job with Nick Taylor [Podcast #181] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Nick Taylor. He's a software engineer from Montreal and a prolific open source contributor. We talk about: - Why trying to build your own tooling will ultimately limit your app development - Tips for getting started contributing to open source - AI and the changing nature of working in tech - Tips for leveraging libraries and tools as a dev 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://wixstudio.com. Support also comes from the 11,384 kind folks who support freeCodeCamp through a monthly donation. You can join these chill human beings and help our charity's mission by going to https://donate.freecodecamp.org ...

Curriculum for the course Enterprise AI Tutorial – Embeddings, RAG, and Multimodal Agents Using Amazon Nova and Bedrock Learn all about Embeddings, RAG, Multimodal Models, and Agents with Amazon Nova. This course covers AI engineering, covering a ton of technologies from Amazon Tian Text Embeddings to LangChain integration with Amazon Bedrock. You will build an end-to-end application utilizing Amazon Bedrock Agents and Knowledge Bases. This course demonstrates practical applications of these technologies, such as automating and optimizing the insurance claim process with AI. You'll learn how to leverage Bedrock-powered agents to assist in tasks like claim creation, document management, and data retrieval, significantly enhancing efficiency and decision-making capabilities in customer service operations. 💻 GitHub: https://github.com/debnsuma/fcc-ai-engineering-aws 🏗️ Amazon provided a grant to make this course possible. ⭐️ Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:03:45)...

Curriculum for the course Learn TypeScript – Crash Course for Beginners Discover TypeScript in 1 hour! This beginner-friendly tutorial covers the basics, offering a quick TypeScript crash course for developers. Learn essential concepts, enhance your JavaScript skills, and boost your development efficiency. Course from @GlitchyDevs 💻 Code: https://github.com/GlitcherXO/typescript-tutorial ⭐️ Chapters ⭐️ - 0:00:00 Intro & What Is TypeScript? - 0:03:14 Why Should You Learn TypeScript? - 0:04:13 How TypeScript Works - 0:04:21 Prerequisite - 0:04:28 Chapter 2 Setup - 0:04:35 Setup - 0:05:44 Create Your First Application - 0:06:52 Running the Code - 0:07:52 Configuration - 0:09:50 Chapter 3 Types - 0:09:57 Built-In Types - TypeScript Types - 0:10:28 Type Annotations - 0:11:58 Dynamic Type Determination - 0:12:34 Any Type - 0:13:18 Chapter 4 Object - 0:13:25 Type Annotations With Objects - 0:14:27 Chapter 5 Functions - 0:14:34 Type Annotations With Function - 0:16:06 Optional And...

Curriculum for the course Data Structure and Algorithm Patterns for LeetCode Interviews – Tutorial This is a comprehensive course on data structures and algorithms. @algo.monster will break down the most essential data structures—like arrays, strings, sets, hashmaps, and heaps, and he'll show you exactly how and when to use them. You’ll also master core algorithmic patterns such as two pointers, sliding windows, binary search, breadth-first search (BFS), depth-first search (DFS), and backtracking, all explained with clear examples and real interview problems. ⭐️ Contents ⭐️ ⌨️ (0:00:00) Array ⌨️ (0:03:11) String ⌨️ (0:04:56) Set ⌨️ (0:06:40) Control Flow & Looping ⌨️ (0:07:32) Big O Notation ⌨️ (0:10:02) Hashmap ⌨️ (0:15:54) Hashmap practice problems ⌨️ (0:18:52) Two Pointers ⌨️ (0:22:56) Two Pointers practice problems ⌨️ (0:26:48) Sliding Window ⌨️ (0:31:45) Sliding Window practice problems ⌨️ (0:37:39) Binary Search ⌨️ (0:39:28) Binary Search practice problems ⌨️ (0:48:...

Curriculum for the course We are truly in the Hackathon Era – Namanh Kapur interview [Podcast #180] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Namanh Kapur. He's a senior software engineer at LinkedIn. He also creates YouTube videos to help developers with their careers. We talk about: - Tips for getting hired in the post-Leetcode world - Tips for cold-DM'ing recruiters and for guessing their email addresses - Why AI tools are going to lead to developers doing less repetitive work and more creative problem solving - And which foundational developer skills he thinks you should prioritize learning 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://wixstudio.com. Support also comes from the 11,384 kind folks who support freeCodeCamp through a monthly ...

Curriculum for the course Data Viz w/ Svelte and D3 Tutorial – Custom and Interactive Data Visualization Learn how to create responsive, animated, interactive charts using Svelte and D3.js from @ever-greg Follow along in your browser here: https://svelte.dev/playground/hello-world?version=5.34.5 Thanks to @LeagueofPigs for permission to use their clip. Check out them out: https://www.youtube.com/watch?v=gGAHFmJ3eAA Other resources League of Pigs data: https://github.com/gckirchoff/league-of-pigs-data PokeAPI: https://pokeapi.co/ D3.js: https://d3js.org/ ❤️ 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...

Curriculum for the course Building ‍Security into AI – Tutorial This course teaches you how to design AI systems with security in mind from day one. You'll learn how AI risks differ from traditional software, how to create effective threat models, and how to analyze real-world AI breaches. The curriculum covers input manipulation, data output concerns, and practical defenses against emerging AI threats. Robert Herbig from APIsec University created this course. Access the course with certificate here: https://www.apisecuniversity.com/courses/building-security-into-ai Modules: - Introduction to Building Security into AI - Threat Model - Input Manipulation - Data Output Concerns ❤️ 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 👾 Claud...

Curriculum for the course 799 rejections... but he got the job! Braydon Coyer developer interview [Podcast #179] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Braydon Coyer. He's a software engineer who started building mobile apps in high school – one of which even out-sold Angry Birds for a few days. He dropped out of his computer science degree program once he landed his first web developer job and never went back. We talk about: - Mobile app development VS web app development - Strategies for applying for developer roles - How useful is a CS degree really? - Sane ways to integrate AI into your developer workflows 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://wixstudio.com. Support also comes from the 11,384 kind folks who support freeCodeCamp thr...

Curriculum for the course Build and Deploy a Polished AI Project and Get Sales Learn how to create an end-to-end AI project that will be perfect to add to your resume. In this course from Ayush Singh, you will learn how to go from idea to deployment. Ayush covers every step you need to create a real, job-ready AI solution. You’ll see how to choose the right problem, avoid beginner mistakes, and set up your environment like a pro. As we walk through the full development process, you’ll also discover how to monetize your skills by selling your solution to real clients or businesses. Get the code: https://topmate.io/ayush_singh13/1589231 ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro and Job Myths ⌨️ (0:01:16) Solution Preview ⌨️ (0:01:38) Common Mistakes ⌨️ (0:02:04) AdSnap Intro ⌨️ (0:04:05) Project Start ⌨️ (0:04:52) Source Setup ⌨️ (0:05:42) Thinker Approach ⌨️ (0:06:56) Env Setup ⌨️ (0:07:47) Code Structure ⌨️ (0:08:54) Gen Images ⌨️ (0:10:07) Prompt Enhance ⌨️ (0:13...

Curriculum for the course VGG From Scratch – Deep Learning Theory & PyTorch Implementation (Full Course) This course is a hands-on deep learning tutorial that will help you understand one of the most influential convolutional neural networks in computer vision. You will learn to rebuild the VGG architecture from the ground up while mastering the theory, mathematics, and design principles that shaped it. VGG stands for Visual Geometry Group. It is a deep convolutional neural network architecture known for its simple, uniform use of small 3x3 filters stacked in sequence, enabling powerful image recognition and feature extraction. Course created by @programmingoceanacademy 💻 Code: https://github.com/MOHAMMEDFAHD/pytorch-collections/blob/main/building_computer_vision_tiny_VGG_model_image_classification_problem.ipynb Resources: · https://www.programming-ocean.com/knowledge-hub/vgg-architecture-ai.php · https://www.programming-ocean.com/knowledge-hub/data-augmentation-atlas.p...

Curriculum for the course Combine Vibe Coding & n8n to Build Real AI Apps Learn the power of Vibe Coding and how it pairs perfectly with n8n to build full-stack AI-driven apps. In this course, you will learn what Vibe Coding means, how it fits into modern software engineering, and then dive straight into building production-ready workflows using n8n, AI coding agents, and custom backend logic. From uploading and processing PDF, TXT, and CSV files, to troubleshooting binary file issues and enhancing workflows with code nodes—this is a full-stack, real-world AI automation build. ❤️ 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 Intro 0:02:07 What do Software Engineers do? 0:04:12 Vibe Coding - Who Started This Movement? 0:06:48 Fear Not Vibe Coding - Here’s Why 0:09:39 Vibe Coding - the Full Workflow 0:10:56 Bring it All Together - Vibecoding an...

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Curriculum for the course From freeCodeCamp to NASA with Data Engineer Joe Hill [Podcast #178] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Joe Hill. He's a software engineer who works on a data platform for NASA. Joe taught himself programming for 4 years while working as a janitor. As the single father of two Autistic boys, he first used his programming skills to build an iPad app to help them learn how to talk. We talk about: - Data Engineering and wrangling Department of Defense data into a central platform - The role of soft skills in getting things done in big organizations - The need for patience and practice in self-teaching - How to stop jumping from one tool to another and to instead go deep - Tips for parents raising kids with Autism 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 b...

Curriculum for the course Google Calendar Clone Tutorial – PHP, MySQL, JavaScript, HTML, and CSS ❤️ 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: Google Calendar Clone Tutorial – PHP, MySQL, JavaScript, HTML, and CSS Click Here to watch on Youtube: Google Calendar Clone Tutorial – PHP, MySQL, JavaScript, HTML, and CSS This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this on Youtube always. Udemy Google Calendar Clone Tutorial – PH...

Curriculum for the course Google Cloud Cybersecurity Certificate Course Learn about cloud cybersecurity with this comprehensive course developed by Google Cloud. You'll analyze threats, build defenses, and complete a final mission that'll impress future employers. This hands-on curriculum will prepare you for the Google Cloud Cybersecurity Certificate. Google Cloud Skill platform: https://www.cloudskillsboost.google/paths/419 ⭐️ Contents ⭐️ ⌨️ (0:00:00) Introduction to Data Analytics in Google Cloud ⌨️ (2:45:18) Data Management and Storage in the Cloud ⌨️ (5:14:21) Data Transformation in the Cloud ⌨️ (6:31:54) The Power of Storytelling: Visualizing Data in the Cloud ⌨️ (9:05:45) Put It All Together: Prepare for a Cloud Data Analyst Job ⌨️ (9:45:49) Prepare for a career in cloud with #GoogleCloudCertificates Watch Online Full Course: Google Cloud Cybersecurity Certificate Course Click Here to watch on Youtube: Google Cloud Cybersecurity Certificate Course This video ...