MLOps Club的封面图片
MLOps Club

MLOps Club

在线学习提供商

Learn MLOps, including DevOps and Cloud Engineering, from experienced engineers in a hands-on, production-oriented way.

关于我们

MLOps Club is building a micro-degree to take you from "Coder" → "Software Engineer" → "Cloud/DevOps Engineer" → "MLOps Engineer". Students have said that our courses feel like going through an rigorous internship with strong mentorship. MLOps is a superset of DevOps and heavily overlaps with Cloud Engineering and Data Engineering. Conceptually, there is a lot to learn to practice MLOps. And the MLOps tooling landscape is crowded and confusing. Many learning resources come from vendors. So, they commonly ignore their own weaknesses, and recommend their own tools even when they are not the best fit. MLOps Club emphasizes "principles first". So that you can build ML Platforms on how to build with popular OSS, Open Core, and closed-source tools. In order of priority, MLOps Club optimizes teaching for 1. covering unchanging principles (the "why") behind the tools/practices recommended 2. building for production and after 3. making DevEx and UX delightful 4. minimizing maintenance and technology cost 5. minimizing tool/vendor lock in Whether you are a learner or creator, welcome to the club!

网站
www.mlops-club.org
所属行业
在线学习提供商
规模
2-10 人
类型
私人持股
创立
2024

MLOps Club员工

动态

  • 查看MLOps Club的组织主页

    1,134 位关注者

    Come join next week! If you’re job searching or a student, be sure to apply for a scholarship and use Paul’s code ??

    查看Paul Iusztin的档案

    Senior ML/AI Engineer ? Founder @ Decoding ML ~ Posts and articles about building production-grade ML/AI systems.

    If you're an aspiring AI engineer, listen up... There are 2 basic skills you must master before touching any ML model: ??. ?????????????????????? (Python is a good start) ??. ?????????? ?????????????????????? Without these skills, you will not even be able to deploy or scale your AI/ML models effectively in production. Fortunately, ?? Eric Riddoch noticed this problem and filled the need - Enter ?????????? ?????????????????????? ?????? ???????????? ???????????????????? live course. I’ve had the pleasure of knowing Eric for almost a year, and I can confidently say he’s a brilliant cloud, DevOps, and MLOps engineer. He’s also an incredible teacher with a knack for making complex topics approachable and fun to learn. Here’s what you’ll learn in the course: - Enterprise-level AWS account management - Fundamentals of cloud engineering - Designing cloud-native RESTful APIs that scale from 4 to 4 million requests/day - Writing, testing, locally mocking, and deploying code using AWS SDK and OpenAI - Advanced observability and monitoring techniques: Logs, metrics, traces, and alerts If you're concerned that the course is not with your desired cloud vendor, don't worry... The principles learned during the course can easily be transferred to other platforms (e.g., GCP and Azure) I strongly recommend this course to anyone looking to lay the foundation for a career in AI, ML, and MLOps engineering. The next cohort starts on March 31st and runs until May 16th! Using the code DECODINGML will get you 10% off your registration. And if that's not enough, Eric offers a scholarship program that can significantly reduce the price - depending on your use case. Check out the link in the comments to enroll.

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  • 查看MLOps Club的组织主页

    1,134 位关注者

    Join us in our March cohort! We're starting the process of authoring another course, so we're debating making this the last time we run this one. cc: Hossam Arafat, Amit Vikram Raj, Saipavan Perepa

    查看?? Eric Riddoch的档案

    Director of ML Platform @ Pattern

    Come join us in (possibly the last) cohort of our Python/AWS bootcamp. Fun: we'll have Maria Vechtomova joining us as a student this cohort. --- Authoring this course and working with students has been a blast. If you 100% this course, I can promise you will become - the most up-to-date person with AWS on your team - often times, the most advanced AWS user on your team (best practices) I feel especially confident making that guarantee thanks to the section on observability. I have met very few engineers that have set up an observability framework from scratch. A big part of this (and other good practices that aren't followed) is teams often are not budgeted sufficient time to learn and set this up. So if you can crank out tests, deployments, security, monitoring, etc. that's a phenomenal value add to most teams. --- If you're job searching or are a student, be sure to apply for a scholarship. Hope to see you there! Also, DM me if you want to join our demo day tomorrow morning. [edit] I’m in bed now. So message Amit Vikram Raj ??. It’ll be 9-10:30am MDT. He’ll need your email to send you the invite

  • 查看MLOps Club的组织主页

    1,134 位关注者

    Come join us tomorrow! Maria Vechtomova and ?? Eric Riddoch are doing an AMA on all things MLOps... and also going to try to convince you to commit even more to uv.

    查看Maria Vechtomova的档案

    MLOps Tech Lead | 10+ years in Data & AI | Databricks MVP | Public speaker

    Every #Python developer should switch to uv! Which means everyone in the #data and #AI space. Come to the Q&A session tomorrow at 16:00 CET (or 9:00 MDT) with me and ?? Eric Riddoch, chat about the Python tooling, MLOps, and other stuff. We do not do it often, so do not miss the opportunity: https://lnkd.in/eBrtuQAr. It is just a Google Meet link that you can join directly! We will upload the recordings to YouTube later!

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  • MLOps Club转发了

    查看Mert Bozkir的档案

    ML Engineer, GenAI @ kloia

    AI generated code is overrated, if you don't know how backend works. You're in a bad position for the future! ?? I was really lucky to have been part of this awesome course. It taught me almost 80% of what I know about software engineering. Cloud Engineering for Python Developers by Eric Riddoch! ?? He's running another cohort starting on 31st March, covering: - IAM, Account Management - Lambda, Serverless deployments - FastAPI, REST API development - X-ray, Observability and Alerts - and ???????????????? ??????????????! ?? + as a participant, you'll get direct access to Eric and dedicated TAs, as well as a wonderful community of ????????????-???????????? ????????????! ?? he's giving scholarships to the people who have been laid off ?? if you finish his udemy course "Taking Python to Production" you can get even more discount! ?? PS: If you've made it in here, IMO MLOps Club is the edge of Python Backend development...

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  • 查看MLOps Club的组织主页

    1,134 位关注者

    2 weeks left to enroll in our March cohort

    查看?? Eric Riddoch的档案

    Director of ML Platform @ Pattern

    Update: we're running a March 31 cohort of the Python/AWS bootcamp, and we're trying to fill it up ?? Do you mind sharing this with friends/teammates you think would benefit from this? I genuinely believe this is the best course on the internet for Python developers to learn to take software to production on AWS. It will shortcut years of trial and error. - weekly 2-hour live classes with Q&A - 4 dedicated TA's / instructor; utilize us - 29 hours of lectures spread across 7 weeks - personalized guidance planning and building your own project - network of awesome classmates-- current and former students - optional demo day to present a solo- or group project to senior engineers working at several companies Of 57 students, we've gotten 2 refund requests ever. 1 should have been on scholarship so we transferred them. Scholarships are available for students and folks who have been laid off. If you want to take it with a friend or teammate, DM me or Amit Vikram Raj and we can give you guys a discount. You can get an additional discount by completing as much of our prep course "Taking Python to Production". It's a bestseller on Udemy. [edit] Sorry. Apparently Udemy only lets me create 3 discount links per month and I already used them up for march so I can't make more. I have one that makes it $13. If you end up taking the cloud course I'll add that to the discount as well.

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  • 查看MLOps Club的组织主页

    1,134 位关注者

    *Pavan has joined your party* Pavan is one of those people who is always doing hackathons and side-projects with his friends. As a consequence of that, he's run into a lot of ins and outs of AWS. It's going to be awesome to have him helping out with the Python/AWS bootcamp!

    查看Saipavan Perepa的档案

    Enerze.in | TA @ MLOps CLub | NLP Research Assistant | 5X Hackathon Winner

    I'm thrilled to share that I've joined the MLOps Club team as an AWS/Python Teaching Assistant! The dedication of instructors ?? Eric Riddoch and Amit Vikram Raj has been truly inspiring—their passion for MLOps is contagious, and they go above and beyond to ensure students succeed. If you're looking to become industry-ready in MLOps, I highly recommend MLOps Club. I'm so excited to be a part of this journey! Check out https://mlops-club.org/ for more info! Feel free to reach out if you’d like to learn more about the course!?

  • 查看MLOps Club的组织主页

    1,134 位关注者

    *Hossam has joined your party* Hossam made an awesome project once where he monitored all network packets going through a router, and built an ML system that did real-time anomaly detection for each device on the network. Genius. Come see us in the March 31 cohort of the Python/AWS bootcamp!

    查看Hossam Arafat的档案

    ML Engineer @ SpatialX | Instructor @ MLOps Club | Using MLOps to transform the latest AI research into added?business?value

    Super excited to be joining MLOps Club as an Instructor! I have been following (and learning a TON from) ?? Eric Riddoch and Amit Vikram Raj and I am beyond excited & humbled I get to join them in helping ML Engineers confidently deploy models to the cloud and master MLOps! And yes, I had to formally declare my allegiance to the uv package manager and vow to never speak of pip in polite company again. ???? Check out our course offerings at: https://mlops-club.org/ and feel free to DM me if you’ve got any questions!

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  • 查看MLOps Club的组织主页

    1,134 位关注者

    Starting cohort 5 on March 31st. (3 weeks). The bootcamp's pace catches many off guard, so please spend the next 3 weeks preparing and get $100 off!!

    查看?? Eric Riddoch的档案

    Director of ML Platform @ Pattern

    Putting this out there: we've decided to start cohort 5 of our Python/AWS bootcamp on March 31st. (mlops-club.org) That's ~3 weeks from today. Time commitment: 9-15 hrs/week for 7 weeks. Here's how you can get $100 off by preparing: 1?? Take the $13 Udemy prep course (resist the temptation to skip sections) 2?? Use that to decide if you even like my teaching style. 3?? DM me as you get close to the end and I'll send you a coupon code for the bootcamp. ------ How? Why? Complete this $13 course first: "Taking Python to Production" (29 hrs video, budget more to follow along). Discount link: https://lnkd.in/gcEjfppU We loosened our requirements to sign up for the last cohort, and as a result gave our first 2 refunds ever. It came down to underestimating the pace of the bootcamp-- not because of AWS, but because Python SWE fundamentals are tripping them up. Biggest weak points in rank order: 1. pytest 2. packaging 3. terminal and VS Code 4. venv management ^^^ The list may look simple, but we've observed several people with "senior" in their job title struggling with these. Give the Udemy course a chance. It'll push the time commitment down from 15 hrs/week closer to 9 during the bootcamp. It's very likely it will make you the best Python C.I. developer on your team. We've seen many people underestimate it, and when we go to support them, it's clear this would have made it better. Lmk if you plan to take the challenge to prep over the next 3 weeks! You've got this!!

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  • MLOps Club转发了

    查看?? Eric Riddoch的档案

    Director of ML Platform @ Pattern

    AI/ML Engineer role for a company who is succeeding with agents / LLM workflows. Chief is a startup working on a chat experience to get analytics from any CRM. The interface their working on now is a Slack integration. They are doing well. I know a lot of folks are interested building agents, but for this role you'll be putting them into production on AWS. So you'll need to be solid at DevOps/Cloud Engineering as well. A startup isn't right for me rn, otherwise I'd have gone to work with Jon after we were at BENlabs. I know from our conversations they are doing awesome Data Engineering (Ops) and full-stack engineering, so this is the ideal place to get to see the end-to-end development of a successful LLM-based app. Super hot experience rn. High grind, high impact, high learning.

    查看Jon Daniels的档案

    CTO & Co-Founder @ Stealth Startup

    Hey Everyone! Would love your help with this! Please repost and share for further reach. We're hiring for a Senior AI/ML Engineer! If you know of someone who would be a good fit, please let them know about this and get them in touch. For those of you who are interested: Please email [email protected] if you're interested! Please see the attached PDF for the job descriptions and responsibilities. Super excited to see who we can connect with!

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