Murat Y.’s Post

Deploying Machine Learning Models into Production: 3 Essential Strategies Are you tired of struggling to deploy your machine learning models into production? You're not alone! Many data scientists and engineers face challenges when it comes to integrating ML models into their production workflows. In my latest article on Medium, I share 3 ways to make deploying ML into production a breeze. From leveraging containerization to automating model deployment with CI/CD pipelines, I cover the essential strategies you need to know to get your models from development to deployment. Read the full article here: https://lnkd.in/g7yA_ujH Key takeaways: - How to use containerization to simplify model deployment - Why automating model deployment with CI/CD pipelines is a game-changer - The importance of model serving and monitoring in production Stay ahead of the curve in MLOps, MLFlow, DevOps, and CI/CD! #MLOps #MachineLearning #Tutorial #MLflow #DevOps #LearnerCommunity #CICD @ModelDeployment @ProductionReady #DataScience #AI #ArtificialIntelligence #Automation #Containerization #ModelServing #Monitoring #ProductionReadyModels MLOps Community MLOps Mentor Machine Learning IntelligenceDavid Vo – AIOps – MLOps – DevOps – Cloud Technologies – AWS – AzureDevOps – GCP Jupiter 😀

It seems Microsoft will soon take my job! 😱 With Azure’s AI App Templates, building powerful AI apps has become so easy that I’m wondering if my skills are about to get automated! These templates let you skip the complex coding and get straight to the fun stuff—fast, scalable, and stress-free. Curious? Check them out here: https://lnkd.in/daF4Buhu Because who doesn’t want a shortcut? 😉 #AI #Azure #AppDevelopment #TechHack

If you think that AI will not replace DEVs in a few years, you are wrong. Amazon Web Services (AWS) App Studio already allow app creation with natural language, in minutes. Of course AI is a tool and is not perfect, those who learn to use this tool efficiently will survive. Follow me for more AI content. https://lnkd.in/ds8ykwes

AI News | AWS App Studio promises to generate enterprise apps from a written prompt News Video: https://lnkd.in/dk3ykGVb Generative AI is everywhere these days, but Amazon Web Services has been perceived in some circles as being late to the game. In reality it’s still early, and the market is still shaking out. On Wednesday, AWS might have raised its generative AI street cred with a new tool called App Studio. #AWS #AppStudio #genai

Hrithik Koli, a member of our Mobile App Team, provided a valuable insight on Machine Learning in Android Apps.  Learn about the two primary approaches to integrating machine learning models into your mobile apps: on-device inference and cloud-based inference!   #machinelearning #mobiledevelopment #androiddev #AI #artificialintelligence #deeplearning #datascience #technology #innovation #ondeviceinference #cloudinference #tensorflowlite #coreml #mlkit #googlecloudplatform #aws #azure #androidstudio

So you already know that 𝗔𝗪𝗦 𝗣𝗮𝗿𝘁𝘆𝗥𝗼𝗰𝗸 𝗶𝘀 𝗮 𝗵𝗮𝗻𝗱𝘀-𝗼𝗻, 𝗰𝗼𝗱𝗲-𝗳𝗿𝗲𝗲 𝗮𝗽𝗽 𝗯𝘂𝗶𝗹𝗱𝗲𝗿, right? 🎉 It’s a fantastic tool for exploring the fundamentals of prompt engineering and generative AI easily and with minimal friction. I'm always eager to learn, so today I want to know what you’ve been building in PartyRock. 𝗦𝗵𝗮𝗿𝗲 𝘆𝗼𝘂𝗿 𝗮𝗽𝗽𝘀 𝗶𝗻 𝘁𝗵𝗲 𝗰𝗼𝗺𝗺𝗲𝗻𝘁𝘀 𝘀𝗼 𝗜 𝗰𝗮𝗻 𝗰𝗵𝗲𝗰𝗸 𝘁𝗵𝗲𝗺 𝗼𝘂𝘁. If you haven't built any but have some favorites, share those too!! If you haven’t built anything yet, what are you waiting for? AWS PartyRock let's anyone create cool #GenAI apps in minutes. Give it a try now!👉🏾  https://lnkd.in/eNGmUW3h 🚀#AWS #AWSPartyRock #GenerativeAI #ZoKnowsPartyRock

Join me for the Builder session - AIM404 | Build a gen AI app using AWS App Studio, no dev expertise required at #AWSreInvent! 🤖 In this builders’ session, learn how to integrate powerful generative AI capabilities into your AWS App Studio application. In minutes, you’ll have an app integrated with your SSO that performs powerful, intelligent operations without needing software development expertise nor being an AI/ML practitioner. You must bring your laptop to participate. Register now: https://lnkd.in/dQVG8WvD #generativeAI #AWSAppStudio #NoCodeAI #AI #ML

Launched at #GitHub Universe today! AI App Templates Gallery: find templates you can easily deploy to Azure for common AI scenarios. Let us know what we're missing! https://lnkd.in/gUM5MM55

some features are powered with AZD!! <3