잠시만 기다려 주세요.
Cole Medin
2024. 8. 1.
Artificial Intelligence is no doubt the future of not just software development but the whole world. And I'm on a mission to master it - focusing first on mastering AI Agents. In this video I show you how to use AI Agents to save a TON of money with LLMs. It's all about using an AI Router (a type of agent) to route simple requests to a cheaper model and more complex requests to a more powerful and expensive model. I even show exactly how to implement this using Llama 3 70-B (powered by Groq) and GPT-4o! All the code created in this video can be found here: https://github.com/coleam00/ai-agents-masterclass/tree/main/cost-saving-ai-router Join me as I push the limits of what is possible with AI. I'll be uploading videos twice a week - Sundays and Wednesdays at 7:00 PM CDT!
In this video we embark on a journey through the realm of Machine Learning with three practical applications. Our first project delves into a dataset from Taco Bell, where we'll conduct a thorough sales analysis and customer preferences. Following that, we'll tackle an SMS filter, employing machine learning to categorize messages as either spam or 'ham' (non-spam). Finally, we culminate our projects with a predictive model for breast cancer detection. Throughout this hands-on experience, we'll learn powerful machine learning algorithms, including linear regression, KNN, MultinomialNB, and logistic regression. Additionally, we'll explore the art of data visualization using tools like Pyplot and Seaborn. So sit back, relax, and enhance your Machine Learning skills with us! Materials / References: - Github Codes and Datasets (give it a star ⭐): - Tacobel - https://github.com/mendsalbert/tacobells - SMS - https://github.com/mendsalbert/Spam-Detection-in-SMS- - Breast cancer - https://github.com/mendsalbert/breast-cancer-model - Visual Studio website - https://code.visualstudio.com/ - Python official website - https://www.python.org/ In this single video, you'll: -Dive into a Taco Bell dataset to perform sales analysis and customer preference assessments, honing your skills in data manipulation and interpretation.-Develop an SMS classifier using machine learning to differentiate between spam and 'ham' messages, enhancing your understanding of text classification techniques.-Build a breast cancer prediction model, applying advanced machine learning algorithms like linear regression, KNN, MultinomialNB, and logistic regression to make informed predictions. ❤️ Support this channel and suggest future videos! Find me here: BuyMeACoffe : https://www.buymeacoffee.com/mendalbert - Instagram: https://instagram.com/mendsalbert_ - Twitter: https://twitter.com/mendsalbert - TikTok: https://www.tiktok.com/@mendsalbert - Github: https://github.com/mendsalbert Business inquiries: email: albert.k.mends@gmail.com Timestamps 00:00:00 - Intro 00:01:03 - Case 1: Tacobell Sales analysis 00:18:57 - Case 2: SMS Spam Detection 00:28:44 - Case 3: Breast cancer predictions Model
2024. 1. 19.
Learn 100+ rules on how to write clean & high quality Flutter code. This course is backed by the official Dart & Flutter Guidelines and my 5+ years experience as a Flutter developer.
2024. 10. 9.
A service mesh is an infrastructure layer that handles service-to-service communication, offering features like traffic management, security, load balancing, and observability. Service meshes help developers manage microservices at scale, ensuring resilience, security, and high availability. https://www.linkedin.com/in/bytemonk/ https://www.youtube.com/playlist?list=PLJq-63ZRPdBt423WbyAD1YZO0Ljo1pzvY https://www.youtube.com/playlist?list=PLJq-63ZRPdBssWTtcUlbngD_O5HaxXu6k https://www.youtube.com/playlist?list=PLJq-63ZRPdBu38EjXRXzyPat3sYMHbIWU https://www.youtube.com/playlist?list=PLJq-63ZRPdBuo5zjv9bPNLIks4tfd0Pui https://www.youtube.com/playlist?list=PLJq-63ZRPdBsPWE24vdpmgeRFMRQyjvvj https://www.youtube.com/playlist?list=PLJq-63ZRPdBslxJd-ZT12BNBDqGZgFo58 AWS Certification: AWS Certified Cloud Practioner: https://youtu.be/wF1pldkQrOY AWS Certified Solution Architect Associate: https://youtu.be/GzomXNLFgkk AWS Certified Solution Architect Professional: https://youtu.be/KFZrBxSA9tI #Microservices #servicemesh #SystemDesign
2024. 10. 7.
Use code YOUTUBE to get an extra 20% off my AI courses here: https://www.jointakeoff.com/ GitHub Repo: https://github.com/mckaywrigley/slack-customer-service-ai-agent Follow me on... Twitter/X: https://x.com/mckaywrigley GitHub: https://github.com/mckaywrigley Newsletter: https://mckaywrigley.substack.com/
2024. 9. 10.
#리액트 #코딩 #프로그래밍 Node.js를 사용하여 자바스크립트를 여러 용도로 사용할 수 있게 하고, JSX 코드를 브라우저가 이해할 수 있는 자바스크립트로 번역할 수 있게 함. 이번 강의에서는 LTS 버전의 Node.js를 사용하며, VS Code를 코드 에디터로 사용. Node.js의 설치는 공식 사이트에서 다운로드 받아 설치하며, VS Code는 같은 방법으로 다운로드 받아 설치. 추가로, VS Code의 편의를 위한 플러그인 'Material Icon Theme'이 소개되고 설치방법을 설명. 마지막으로, 크롬 또는 엣지 브라우저에 'React Developer Tools' 확장을 설치하는 방법을 안내함. 이 모든 과정을 완료하면 리액트 프로젝트를 시작할 준비가 완료됨. = = = 🏠 얄코사이트: https://www.yalco.kr 📖 얄코 도서: https://www.yalco.kr/book/ 🧑🏫 얄코 강의: https://www.yalco.kr/#lectures 🎥 제대로 파는 Git & GitHub: https://youtu.be/1I3hMwQU6GU 🎥 제대로 파는 자바: https://youtu.be/iN22AgS_Chk 🎥 제대로 파는 파이썬: https://youtu.be/Da_-qnyPhhc 🎥 제대로 파는 자바스크립트: https://youtu.be/RHoPpjKRT38 🎥 제대로 파는 HTML & CSS: https://youtu.be/TrC2x4N0XqY 🎥 갖고 노는 MySQL 강좌: https://youtu.be/dgpBXNa9vJc 🎥 반응형 프로그래밍 RxJS 강좌: https://youtu.be/KDiE5qQ3bZI
2024. 10. 23.
Learn how Svelte 5 reactivity works and when to derive values using `$derived` by learning how signals work under the hood. 🔴 Patreon: https://www.patreon.com/joyofcode 𝕏 Twitter: https://twitter.com/joyofcodedev 💬 Discord: https://discord.com/invite/k6ZpwAKwwZ 🔥 Uses: https://www.joyofcode.xyz/uses 🔗 Svelte 5 Docs: https://svelte-5-preview.vercel.app/docs 🔗 Microtask: https://developer.mozilla.org/en-US/docs/Web/API/queueMicrotask 🔖 Timestamps 0:00 Intro 0:35 Ad 0:51 How Does Svelte Reactivity Work? 4:27 Using The Derived Rune 10:39 Don't Use Effects To Update State 14:36 You Don't Have To Use $derived 17:57 How Do Signals Work? 21:17 Updating State With Functions And Writable Deriveds 25:15 Using Proxied State To Update Values 31:06 Don't Use $derived For Side-Effects 37:04 Outro #joyofcode #sveltekit #svelte
2024. 8. 11.