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Curriculum for the course AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai. This is not just a crash course. This course covers everything from fundamental concepts to advanced algorithms, complete with real-world case studies in recommender systems and predictive analytics. This course goes beyond theory to provide hands-on implementation experience, career guidance, and great insights from industry professionals. It also includes a career guide on how to build a data science career, launch a startup, and prepare for interviews. ⭐️ Contents ⭐️ ⌨️ (00:00:00) Introduction ⌨️ (00:00:02) Machine Learning Roadmap for 2024 ⌨️ (00:49:53) ML Basics (Supervised vs. Unsupervised, Regression vs. Classification) ⌨️ (01:05:10) Machine Learning Bias-Variance Trade-off ⌨️ (01:12:22) Machine Learning Overfitting Regularization ⌨️ (01:41:11) Machine Learning Linear Regression

Curriculum for the course Contributing To Open Source – Beginner's Guide This course covers everything you need to contribute meaningfully to existing open-source software projects. This course is taught by James Pearce (https://github.com/jamesgpearce). He is the former Head of Open Source at Meta, the company that invented React, Hack, and PyTorch, along with 100s of other popular projects. After 10+ years at Facebook (Meta), James became an expert instructor at joinTaro.com and created his own open source project, TinyBase: https://github.com/tinyplex/tinybase. Watch the interview with James here: https://youtu.be/D3WGcLyFvaY. Slides can be found here: https://www.jointaro.com/course/become-an-open-source-master/ Watch other courses from Taro at https://www.joinTaro.com/courses/ ⭐️ Contents ⭐️ ⌨️ (0:00:00) Course Introduction ⌨️ (0:05:42) Instructor + Outcomes ⌨️ (0:09:46) What is Open Source? ⌨️ (0:14:10) Projects, Repos, Issues, Pull Requests ⌨️ (0:19:06) The Benefits

Curriculum for the course Open Source is Wild – The craziest things The Changelog has seen in 15 years [Podcast #148] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Adam Stachoviac and Jerod Santo co-hosts of The Changelog – the longest-running software podcast in world. They interview devs about Open Source projects, and they also have a weekly news episode that I always listen to. 5 years ago, I interviewed them for their 10th anniversary episode, and now I'm back catching up on what they've been doing for the past 5 years. We talk about: - How open source is changing - Open data and open LLM models - Self-reliance and self-hosted infrastructure - The business of running a developer community Can you guess what song I'm playing in the intro? Also, I want to thank the 10,993 kind people who support our charity each month, and who make this podcast possible. You can join them and support our mission at: https://www.freecodeca

Curriculum for the course Generative AI for Developers – Comprehensive Course In this comprehensive Generative AI course from @dswithbappy, you'll dive deep into the world of generative AI, exploring key concepts such as large language models, data preprocessing, and advanced techniques like fine-tuning and RAG. Through hands-on projects with tools like Hugging Face, OpenAI, and LangChain, you’ll build real-world applications from text summarization to custom chatbots. By the end, you'll have mastered AI pipelines, vector databases, and deployment techniques using platforms like Google Cloud Vertex AI and AWS Bedrock. 💻 Code and resources: https://github.com/entbappy/Generative-AI-Mastery-Resources Boktiar's other channel and LinkedIn: https://www.youtube.com/@CodeCommander-d6t https://www.linkedin.com/in/boktiarahmed73/ ⭐️ Contents ⭐️ 0:00:00 Course Introduction 0:04:36 Introduction of the Instructor 0:05:52 Introduction to Generative AI 0:23:51 End to end Generati

Curriculum for the course freeCodeCamp Turns 10 & Major Certification Updates Quincy Larson started freeCodeCamp ten years ago in a closet. It has grown into one of the best places to learn to code on the Internet. freeCodeCamp is constantly improving and in this video we preview a major certification update coming soon. Tom Mondloch gives an overview the new certification. Quincy's article: https://www.freecodecamp.org/news/freecodecamp-turns-10-major-curriculum-updates/ Donate link [I encourage you to put the link on screen when you say it]: https://donate.freecodecamp.org/ Contribute link [I encourage you to put the link on screen when you say it]: https://contribute.freecodecamp.org/ Watch Online Full Course: freeCodeCamp Turns 10 & Major Certification Updates Click Here to watch on Youtube: freeCodeCamp Turns 10 & Major Certification Updates This video is first published on youtube via freecodecamp. If Video does not appear here, you can watch this

Curriculum for the course From Stealing Cars to Self-Taught Software Engineer with Dorian Develops [Podcast #147] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Dorian Develops. He's a software engineer and prolific YouTube creator. Dorian grew up in the Little Havana neighborhood of Miami. He's the child of a single mother that arrived as a refugee from Cuba. After a rough childhood and dropping out of high school in 9th grade, Dorian eventually made a living as a vallet parker in Las Vegas. It was here that he realized he needed to make changes for the sake of his family's future. Dorian taught himself to code using freeCodeCamp and other free learning resources, and has since gotten several 6-figure jobs as a web developer. We talk about: - How Dorian survived his 20s by waiting tables and parking cars in Las Vegas - How he taught himself to code using free learning resources and built his network through months of atte

Curriculum for the course Email SaaS Course – Build and Deploy with Next JS 14, Prisma, OpenAI, Stripe, TypeScript, Tailwind In this full stack tutorial, @elliottchong will teach you to build and deploy a fully featured AI powered email client using NextJS 14 and Vercel. GitHub Repo: https://github.com/elliott-chong/normalhuman This course covers: 🌐 Leveraging NextJS 14's cutting-edge App Router. 💳 Managing Payments seamlessly through Stripe. 🎨 Harnessing the beauty of Shadcn and the power of Tailwind CSS. 🧠 Unleashing the capabilities of OpenAI's API for Language Model usage. Looking to start and monetize your SaaS? Check out: https://www.start-saas.com 🙏 Credits & Inspirations Normal Human Email Client ShadCN's Email UI 📚 Referenced Resources Aurinko Email API: https://docs.aurinko.io/ ⭐️ Contents ⭐️ 0:00:00 intro and demo 0:13:12 architecture explanation 0:21:02 Aurinko email client explanation 0:40:31 Initialise NextJS & Clerk 1:24:2

Curriculum for the course Google Cloud Digital Leader Certification Course 2024 - Pass the Exam! Prepare for the Google Cloud Digital Leader Certification and pass! ✏️ Developed by Andrew Brown of ExamPro. @ExamProChannel 🔗 https://www.exampro.co/gcp-cdl ☁️ Intro 🎤 0:00:00 Intro 🎤 0:13:29 Exam Guide Breakdown 🎤 0:22:11 Additional GCP Resources ☁️ Cloud Concepts 🎤 0:23:12 What Is Cloud Computing 🎤 0:24:05 Evolution of Cloud Hosting 🎤 0:27:19 What is Google Cloud 🎤 0:31:55 Benefits of Cloud Computing 🎤 0:36:22 Common Cloud Services 🎤 0:38:18 Types of Cloud Computing 🎤 0:40:42 Shared Responsibility Model 🎤 0:43:48 Shared Responsibility Model for Compute 🎤 0:49:50 Shared Responsibility Model Alternates 🎤 0:53:03 Cloud Computing Deployment Models 🎤 0:56:44 TCO and Capex Vs Opex 🎤 1:00:48 Cloud Architecture Terminologies 🎤 1:05:29 Evolution of Computing ☁️ Global Infrastructure 🎤 1:10:39 Intro to Global Infrastructure 🎤 1:11:18 Regions 🎤 1:12:42 Edge Network 🎤 1

Curriculum for the course Learn Claude AI – Build Text Summarizers, Image Describers, and More with the Anthropic API Discover how to harness the power of Claude, Anthropic's cutting-edge AI language model. ✏️ Study this course interactively on Scrimba: https://v2.scrimba.com/claude-ai-c09gsmkso3?utm_source=youtube&utm_medium=video&utm_campaign=fcc-anthropic Code is available on the Scrimba course page for each lesson. In this course, you will get to know Claude, Anthropic's powerful large language model. Through a series of fun coding challenges, you'll build practical skills and learn how to harness Claude's capabilities effectively in a variety of projects. Whatever exciting applications you hope to build, this course will give you the tools to bring your ideas to life with Claude. You'll start by getting to know Claude and obtaining your Anthropic API key. Then, you'll jump right into conversations with Claude, learning how to craft effecti

Curriculum for the course From Failing Programming Class to Senior Software Engineer with Tadas Petra [Podcast #147] On this week's episode of the podcast, freeCodeCamp founder Quincy Larson interviews Tadas Petra. He's a software engineer and a Senior Developer Advocate at Agora.io. After learning embedded development in university, he switched to building mobile apps. He's gone on to build dozens of mobile apps and create tutorials to help other devs learn Flutter and other mobile dev tools. We talk about: - Immigrating to Chicago from Lithuania - The Computer Engineering he studied in school, and how it's different from building consumer mobile apps - His transition from Senior Dev to YouTube creator to Developer Advocacy - The overlap between mobile dev and web dev, and what he's learned from each Can you guess what song I'm playing in the intro? Also, I want to thank the 10,943 kind people who support our charity each month, and who make this podcast