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Curriculum for the course Machine Learning in 2024 – Beginner's Course This machine learning course is created for beginners who are learning in 2024. The course begins with a Machine Learning Roadmap for 2024, emphasizing career paths and beginner-friendly theory. Then it the course moves on to hands-on practical applications and a comprehensive end-to-end project using Python. ✏️ Course created by Tatev Karen Aslanyan. More from Tatev here: https://lunartech.ai/ Colab Code: https://colab.research.google.com/drive/16HdFVhvRq-DEmNU61Qp8YXMTA3CxUmg-?usp=sharing Contents ⌨️ (0:00:00) Introduction ⌨️ (0:03:13) Machine Learning Roadmap for 2024 ⌨️ (0:10:39) Must Have Skill Set for Career in Machine Learning ⌨️ (0:38:54) Machine Learning Common Career Paths ⌨️ (0:45:48) Machine Learning Basics ⌨️ (1:00:59) Bias-Variance Trade-Off ⌨️ (1:08:04) Overfitting and Regularization ⌨️ (1:23:38) Linear Regression Basics - Statistical Version ⌨️ (1:36:56) Linear Regression Model Theory ⌨️ (...

Curriculum for the course Serverless Node.js Tutorial – Neon Serverless Postgres, AWS Lambda, Next.js, Vercel Learn how to deploy an Express.js and Node.js app to AWS Lambda leveraging Neon Serverless Postgres and the Serverless Framework. This course will also teach you to deploy to Vercel. ✏️ Course developed by @CodingEntrepreneurs ⭐️ Code ⭐️ https://github.com/codingforentrepreneurs/serverless-nodejs-api https://github.com/codingforentrepreneurs/serverless-nodejs-api-nextjs 🏗️ Neon provided a grant to make this course possible. https://neon.tech/ ⭐️ Chapters ⭐️ ⌨️ (0:00:00) Welcome ⌨️ (0:02:32) What Serverless Means for App Development ⌨️ (0:08:32) Requirements & Tech Overview ⌨️ (0:12:28) Project Setup ⌨️ (0:19:22) Running Express Locally with the Serverless Framework ⌨️ (0:27:11) Using Dotenv to Load Sensitive Data in Each Stage ⌨️ (0:35:18) Explore Branching Databases with Neon Postgres ⌨️ (0:44:01) Manage Neon resources from your terminal with the Neon CLI ⌨️ (0:5...

Curriculum for the course Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More Learn about generative models and different frameworks, investigating the production of text and visual material produced by artificial intelligence. This course was originally recorded live. Instructors: Krish Naik, Sunny Savita, and Boktiar Ahmed Bappy. For course details, visit: https://ineuron.ai/course/generative-ai-community-edition ⌨️ (00:00:00) DAY 1: Introduction to Generative AI Community Course ⌨️ (01:44:14) DAY 2: Introduction to OpenAI and understanding the OpenAI API ⌨️ (03:37:49) DAY 3: Introduction to LangChain ⌨️ (05:16:48) Day 4: Hugging Face API + Langchain ⌨️ (07:13:08) DAY 5: Memory in Langchain ⌨️ (09:07:53) DAY 6: LLM Generative AI Project using OpenAI & LangChain ⌨️ (11:03:29) DAY 7: LLM Generative AI Project & Deployment ⌨️ (13:09:02) DAY 8: Introduction to Vector Database for AI & LLM ⌨️ (14:52:41) DAY 9: Mast...

Curriculum for the course Working at OpenAI with Logan Kilpatrick – freeCodeCamp Podcast In this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Logan Kilpatrick. Logan is a developer advocate with OpenAI. Be sure to follow The freeCodeCamp podcast in your favorite podcast app. And share this podcast with a friend. Let's inspire more folks to learn to code and build careers for themselves in tech. Watch Online Full Course: Working at OpenAI with Logan Kilpatrick – freeCodeCamp Podcast Click Here to watch on Youtube: Working at OpenAI with Logan Kilpatrick – freeCodeCamp Podcast This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this on Youtube always. Udemy Working at OpenAI with Logan Kilpatrick – freeCodeCamp Podcast courses free download, Plurasight Working at OpenAI with Logan Kilpatrick – freeCodeCamp Podcast courses free download, Linda Working at OpenAI with Logan Kilpatrick – ...

Curriculum for the course Logical And && #code #resume #project #job Discord: https://discord.gg/KVUmVXA Watch Online Full Course: Logical And && Click Here to watch on Youtube: Logical And && This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this on Youtube always. Udemy Logical And && courses free download, Plurasight Logical And && courses free download, Linda Logical And && courses free download, Coursera Logical And && course download free, Brad Hussey udemy course free, free programming full course download, full course with project files, Download full project free, College major project download, CS major project idea, EC major project idea, clone projects download free

Curriculum for the course Logical And && #code #resume #project #job Discord: https://discord.gg/KVUmVXA Watch Online Full Course: Logical And && Click Here to watch on Youtube: Logical And && This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this on Youtube always. Udemy Logical And && courses free download, Plurasight Logical And && courses free download, Linda Logical And && courses free download, Coursera Logical And && course download free, Brad Hussey udemy course free, free programming full course download, full course with project files, Download full project free, College major project download, CS major project idea, EC major project idea, clone projects download free

Curriculum for the course Google Gemini AI Course for Beginners Learn how to use Google Gemini in this course for beginners. This course will tech you how to use Google's AI model and the Gemini API and how to build an AI chatbot using Gemini. ✏️ Course developed by @AniaKubow ⭐️ Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:01:29) What is Gemini? ⌨️ (0:04:07) What is AI? ⌨️ (0:05:50) Large Language Models (LLMs) ⌨️ (0:12:10) 00:08:34:21 Getting your API Key ⌨️ (0:14:15) Models ⌨️ (0:15:28) Initializing the Generative Model ⌨️ (0:21:40) Text-to-text ⌨️ (0:25:01) Text/Image-to-text ⌨️ (0:31:26) Text-to-chat ⌨️ (0:35:23) Text-to-embedding ⌨️ (0:38:51) Build an AI Code Buddy Watch Online Full Course: Google Gemini AI Course for Beginners Click Here to watch on Youtube: Google Gemini AI Course for Beginners This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this on Youtube always. Udemy Google Gemini AI Course for Beginn...

Curriculum for the course Azure AI Fundamentals Certification 2024 (AI-900) - Full Course to PASS the Exam Prepare for the Azure AI Fundamentals Certification (AI-900) and pass! This course has been updated for 2024. ✏️ Course developed by Andrew Brown of ExamPro. @ExamProChannel 🔗 ExamPro Cloud Obsessed Certification Training: https://www.exampro.co ⭐️ Contents ⭐️ ☁️ Introduction 🎤 (00:00:00) Introduction to AI-900 🎤 (00:08:18) Exam Guide Breakdown ☁️ ML Introduction 🎤 (00:12:51) Layers of Machine Learning 🎤 (00:13:59) Key Elements of AI 🎤 (00:14:57) DataSets 🎤 (00:16:37) Labeling 🎤 (00:17:43) Supervised and Unsupervised Reinforcement 🎤 (00:19:09) Netural Networks and Deep Learning 🎤 (00:21:25) GPU 🎤 (00:22:21) CUDA 🎤 (00:23:29) Simple ML Pipeline 🎤 (00:25:39) Forecast vs Prediction 🎤 (00:26:24) Metrics 🎤 (00:27:58) Juypter Notebooks 🎤 (00:29:13) Regression 🎤 (00:30:50) Classification 🎤 (00:31:44) Clustering 🎤 (00:32:29) Confusion Matrix ☁️ Common AI Worklo...

Curriculum for the course Resume Projects #code #resume #project #job Discord: https://discord.gg/KVUmVXA Watch Online Full Course: Resume Projects Click Here to watch on Youtube: Resume Projects This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this on Youtube always. Udemy Resume Projects courses free download, Plurasight Resume Projects courses free download, Linda Resume Projects courses free download, Coursera Resume Projects course download free, Brad Hussey udemy course free, free programming full course download, full course with project files, Download full project free, College major project download, CS major project idea, EC major project idea, clone projects download free

Curriculum for the course Data Structures and Algorithms with Visualizations – Full Course (Java) Data Structures and Algorithms is an important aspect of every coding interview. This Algorithms and Data Structures course will teach you everything you need to prepare for placements, coding interviews, and logic building. The course walks you through multiple Java algorithms, data structure problems, and their solutions with step-by-step visualizations, so that you are actually learning instead of blindly memorizing solutions. 💻 Code: https://github.com/dinesh-varyani/ds-algos ✏️ Course developed by @itsdineshvaryani ⭐️ Contents ⭐️ 00:00:00 Introduction 00:03:46 Introduction to Data Structures 00:03:46 Introduction to Data Structures 00:08:49 Introduction to Algorithms 00:19:43 Time Complexity of an Algorithm 00:25:05 Space Complexity of an Algorithm 00:27:14 Asymptotic Analysis of an Algorithm 00:29:43 Asymptotic Notations 00:39:06 Analysis and Rules to calculate Big O notatio...

Curriculum for the course How the Insane Pressure of Classical Music Prepared Jessica for Tech – freeCodeCamp.org Podcast In this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Jessica Wilkins. Jessica is an entrepreneur, accomplished musician, and software developer. Be sure to follow The freeCodeCamp podcast in your favorite podcast app. And share this podcast with a friend. Let's inspire more folks to learn to code and build careers for themselves in tech. Timestamps: ~ 1:07:00 Jessica Learns to code and builds a profitable sheet music e-commerce business ~ 1:35:00 Jessica's decision to go all in on software development ~ 1:44:00 Contract work and thoughts on what caused recent tech layoffs Links: One of Jessica's articles - 40 JavaScript Projects for Beginners – Easy Ideas to Get Started Coding JS: https://www.freecodecamp.org/news/javascript-projects-for-beginners/ The Black Excellence Music Project, Jessica's first React...

Curriculum for the course 100 Days of Code #code #developer #programming #dev #100daysofcode Discord: https://discord.gg/KVUmVXA Article: https://www.freecodecamp.org/news/100daysofcode-challenge-2024-discord/ Watch Online Full Course: 100 Days of Code Click Here to watch on Youtube: 100 Days of Code This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this on Youtube always. Udemy 100 Days of Code courses free download, Plurasight 100 Days of Code courses free download, Linda 100 Days of Code courses free download, Coursera 100 Days of Code course download free, Brad Hussey udemy course free, free programming full course download, full course with project files, Download full project free, College major project download, CS major project idea, EC major project idea, clone projects download free

Curriculum for the course CRUD API Tutorial – Node, Express, MongoDB This is a great beginners course to learn the basics of backend development by building a CRUD API with Node.js, Express, and MongoDB. Basically the MERN Stack without the R. Also, learn how to use Postman/ThunderClient and Insomnia for testing purposes. Code: https://github.com/haris-bit/simple-crud-app-backend ✏️ Course developed by @CodingCleverly ⭐️ Chapters ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:01:34) package.json ⌨️ (0:04:32) express framework ⌨️ (0:09:19) npm run server ⌨️ (0:11:19) API testing tools ⌨️ (0:15:04) git bash ⌨️ (0:17:19) nodemon ⌨️ (0:20:40) mongodb setup ⌨️ (0:31:24) product model ⌨️ (0:41:19) create api ⌨️ (0:48:19) read api all ⌨️ (0:50:19) read api id ⌨️ (0:56:19) update api ⌨️ (1:00:19) delete api ⌨️ (1:07:49) Form URL Encoded ⌨️ (1:12:19) routes ⌨️ (1:15:19) controllers ⌨️ (1:26:19) checking and testing ⌨️ (1:30:19) pushing to github 🎉 Thanks to our Champion and Sponsor supporters: 👾...

Curriculum for the course Learn p5.js for Creative Coding – 5 Beginner Projects Learn p5.js for Creative Coding by following along with 5 beginner project tutorials. p5.js is a Javascript library for creative coding, with a focus on making coding accessible and inclusive for artists, designers, educators, beginners, and anyone else! Course developed by @pattvira ⭐️ Connect with Patt Vira ⭐️ Website: https://pattvira.com Twitter: /pattvira Instagram: /pattvira ⭐️ p5.js Resources ⭐️ p5.js: https://p5js.org p5.js Web Editor: https://editor.p5js.org/ ⭐️ Code ⭐️ Project 1: https://editor.p5js.org/pattvira/sketches/zF8f04Nep Project 2: https://editor.p5js.org/pattvira/sketches/avnut9q6D Project 3: https://editor.p5js.org/pattvira/sketches/r8ykXZaHd Project 4: https://editor.p5js.org/pattvira/sketches/R7Pw3YQad Project 5: https://editor.p5js.org/pattvira/sketches/q13O-lek4 ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:01:00) Project 1: Interactive Display with Rotating Blocks ⌨️ (0:28:1...

Curriculum for the course Learn SvelteKit – Full Course for Beginners Learn everything you need to know about SvelteKit & TailwindCSS by building a beginner friendly landing page (that also looks awesome!). ✏️ Code: https://github.com/jamezmca/gym-app-landingpage 🔗 Resources 🔗 Init SvelteKit & TailwindCSS - https://tailwindcss.com/docs/guides/sveltekit Font Awesome CDN - https://cdnjs.com/libraries/font-awesome Font Awesome Icons - https://fontawesome.com/icons Google Fonts - https://fonts.google.com/ Netlify (Deployment) - https://netlify.com/ ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:01:33) Build web app w. SvelteKit & TailwindCSS ⌨️ (1:30:21) Deploy landing page Topics Covered - Learn SvelteKit & TailwindCSS - Web Development with SvelteKit & TailwindCSS - Build & deploy a modern landing page - Landing page with SvelteKit & TailwindCSS 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 N...

Curriculum for the course Scrimba CEO Per Borgen – freeCodeCamp.org Podcast Interview In this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Per Borgen. Per is the co-founder and CEO of Scrimba. Be sure to follow The freeCodeCamp podcast in your favorite podcast app. And share this podcast with a friend. Let's inspire more folks to learn to code and build careers for themselves in tech. Links we talk about during the interview: Per's HTML + CSS course: https://www.freecodecamp.org/news/learn-html-and-css-from-the-ceo-of-scrimba/ Per's JavaScript course: https://www.freecodecamp.org/news/full-javascript-course-for-beginners/ 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Nattira Maneerat 👾 Heather Wcislo 👾 Serhiy Kalinets 👾 Justin Hual 👾 Otis Morgan 👾 Oscar Rahnama -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds o...

Curriculum for the course ASP.NET Core Tutorial – Full Auction App Learn how to build a complete fullstack project in Asp.Net Core. ASP.NET Core is a high-performance, open-source framework for building modern, cloud-based, internet-connected applications, such as web apps, IoT apps, and mobile backends, using .NET. In this course, Alen Omeri will teach you how to build an auction web application. 💻 Source Code: https://github.com/codeafuture/Auctions ✏️ Code developed by @codeafuture ⭐️ Contents ⭐️ ⌨️ (0:00:00) Overview ⌨️ (0:01:17) Models & Database Setup ⌨️ (0:13:03) Index Page ⌨️ (0:27:42) Create Page & File Uploads ⌨️ (0:47:25) Details Page ⌨️ (1:18:06) CSS + Structure, Search Bar & Pagination ⌨️ (1:38:33) Adding bids & Closing the bidding ⌨️ (1:53:26) Adding Comments ⌨️ (2:00:54) My Listings ⌨️ (2:04:11) My Bids ⌨️ (2:10:21) Project Recap 🎉 Thanks to our Champion and Sponsor supporters: 👾 davthecoder 👾 jedi-or-sith 👾 南宮千影 👾 Agustín Kussrow 👾 Natti...

Curriculum for the course Career Change to Code - The Complete Guide This course is for those considering transitioning careers to become a software developer. This course is designed to prevent the common mistakes and missteps that discourage many beginners. It offers clarity, tools, and strategies to efficiently achieve your coding goals, whether that's securing a high-paying job, launching a tech startup, or just exploring the world of software development. ✏️ Course developed by Zubin Pratap. https://linktr.ee/zubinpratap ⭐️ Contents ⭐️ Section 1 - Starting Right ⌨️ (0:00:00) Introduction ⌨️ (0:10:35) Course Goals ⌨️ (0:13:36) Getting the Most Out of This Course ⌨️ (0:19:48) The 5 Ws (And 1 H) ⌨️ (0:23:42) Start With Why What ⌨️ (0:30:58) The Who ⌨️ (0:39:46) When By ⌨️ (0:43:32) Where (Learning Formats) Section 2 - De-Mythify ⌨️ (0:54:04) Myths Intro Objectives ⌨️ (0:58:15) Myth 1: CS Equals Coding ⌨️ (1:04:03) Myth 2: Math ⌨️ (1:08:17) Myth 3: It's Too Hard for Me ...

Curriculum for the course Spring Boot & Spring Data JPA – Complete Course Learn how to use Spring Boot and Spring Data JPA in this full course for beginners. These are two pivotal technologies in modern Java development. Spring Boot simplifies the process of building stand-alone, production-grade Spring-based applications with minimal effort, while Spring Data JPA is a powerful tool for simplifying data access operations in Java applications, seamlessly integrating with databases. ✏️Course developed by @BoualiAli ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:00:34) Spring core ⌨️ (0:01:04) Spring boot ⌨️ (0:01:07) Spring boot in Action ⌨️ (0:01:28) Spring beans in action ⌨️ (1:11:13) Dependency Inject (DI) ⌨️ (1:28:56) Spring Special Beans ⌨️ (1:42:05) Spring profiles ⌨️ (1:57:11) Spring REST ⌨️ (2:16:31) Spring REST in Action ⌨️ (3:20:08) Spring Data JPA ⌨️ (4:48:18) DTO Pattern ⌨️ (5:22:43) Service Layer ⌨️ (5:55:07) Spring Data Validation ⌨️ (6:22:55) Testing Overview ⌨️ (6:29:...

Curriculum for the course Build 25 React Projects – Tutorial Master React by building 25 different projects. If you follow along, you'll be ready to interview for a job as a React developer. ✏️ Created by @sangammukherjee3009 Code: 🔗 20 React JS Simple Projects Link : https://github.com/sangammukherjee/25-reactjs-interview-projects 🔗 Weather App : https://github.com/sangammukherjee/weather-app-25-reactjs-interview-projects 🔗 Food Recipe App : https://github.com/sangammukherjee/food-recipe-25-reactjs-interview-projects 🔗 Shopping cart App : https://github.com/sangammukherjee/food-recipe-25-reactjs-interview-projects 🔗 Expense Tracker App : https://github.com/sangammukherjee/expense-tracker-25-reactjs-interview-projects 🔗 Mern stack Notes App : https://github.com/sangammukherjee/mern-stack-blog-app-25-reactjs-interview-projects ⭐️ Contents ⭐️ ⌨️ (0:00:00) Introduction ⌨️ (0:08:02) Accordion ⌨️ (0:31:22) Random Color Generator ⌨️ (0:45:22) Star Rating ⌨️ (0:57:22) Im...

Curriculum for the course Learn Accessibility - Full a11y Tutorial Learn how to write accessible HTML by solving coding challenges. Click here to get to the challenges: https://scrimba.com/links/accessibility This course is all about making the web a better place for everyone. You'll dive into what it truly means to build accessible websites and why it's so important. Instructor and web developer Fredrik Ridderfalk will teach you the fundamentals of accessible development, like understanding contrast ratios, exploring the accessibility tree, getting familiar with WCAG levels, and much more. All while challenging you to get your hands on the keyboard so that you build up a11y muscle memory. If you have any feedback to Fredrik, please reach out to him on X here: https://twitter.com/Ridderfalk Follow Scrimba on YouTube for more tutorials: https://www.youtube.com/c/Scrimba ⭐️ Code ⭐️ Download the code via Scrimba: https://scrimba.com/links/learn-to-code-with-ai ⭐️ Content...