Victoria Lolo-victoria.com·Jul 24, 2024Advanced MLOps Techniques with GitHub ActionsWelcome back to another article for Introduction to MLOps with GitHub Actions series! This series aims to be very beginner-friendly with low code for those who just wants to learn MLOps principles and apply it simply with GitHub Actions. Please ensur...Madza and 2 others are discussing this3 people are discussing thisDiscuss·31 likesMLOps with GitHub Actionsmlops
Anix LynchProanixblog.hashnode.dev·Jul 18, 2024CI/CD, MLOps explained to a girl👧 in 🧁 cupcake analogy🎂Continuous Integration (CI): Mixing Recipes Together Scenario: You and your friends run a popular cupcake bakery, and each of you has your own special cupcake recipes. Every day, you all experiment with new ingredients and decorations. To make sure...Discuss·1 likeautomateddatascience
Ahmad W Khanblog.ahmadwkhan.com·Jul 17, 2024Guide to Deploying Machine Learning Models with Django and Docker to AWSDeploying machine learning models is a crucial step in transforming your trained models into usable applications. Deployment enables you to serve predictions via an API, integrate them with web applications, and make them accessible to end-users. Thi...Discuss·1 like·27 readsMachine Learning
Victoria Lolo-victoria.com·Jul 16, 2024FeaturedImplementing CI/CD Pipelines with GitHub Actions for MLOpsWelcome back to Week 3 of Introduction to MLOps with GitHub Actions series! This series aims to be very beginner-friendly with low code for those who just wants to learn MLOps principles and apply it simply with GitHub Actions. If you have missed the...Claire Yu and 3 others are discussing this4 people are discussing thisDiscuss·53 likes·624 readsMLOps with GitHub Actionsmlops
Hamza Rehmanhamzarehmansheikh4.hashnode.dev·Jul 14, 2024Introduction to Amazon SageMakerMachine learning (ML) is transforming industries by enabling businesses to uncover insights and make data-driven decisions. However, developing ML models can be complex and time-consuming. Amazon SageMaker is a comprehensive service that simplifies t...Discussmasterwithhamza
Nicolás GeorgerforSREDevOps.orgsredevopsorg.hashnode.dev·Jul 12, 2024Lemony solves AI privacy and compliance with on premises "LLM Boxes" and Zero Setup platformLemony presents a generative AI on premises solution designed for businesses, organizations and individuals concerned about data security, privacy, and control. Lemony offers a compelling alternative to cloud-based AI by keeping all data within an or...Discussapps
Harsh Ranjanharsh666.hashnode.dev·Jul 11, 2024Explanation of 'Ops' extending into specialized fieldsIn the ever-changing world of IT operations, 'Ops' has expanded into various specialized fields. Lets Explore how DevOps, DataOps, MLOps, and AIOps each play a distinct role in shaping how technology integrates and improves efficiency: a) DevOps seam...Discuss·1 likeDevops
Victoria Lolo-victoria.com·Jul 9, 2024Setting Up GitHub for MLOpsWelcome to back to article #2 of the Introduction to MLOPs with GitHub Actions series. This series aims to be very beginner-friendly with low code for those who just wants to learn MLOps principles and apply it simply with GitHub Actions. If you miss...Discuss·27 likes·54 readsMLOps with GitHub Actionsmlops
Kanishk Munotkanishkmunot.hashnode.dev·Jul 9, 2024Learn MLOps: Project setup with setup.pyIntroduction Welcome to the third blog in my MLOps series. In the previous blogs, we covered the essentials of Git and GitHub and how to use Flask for building web applications. In this blog, we'll go a step further by setting up a complete project e...Discuss·30 readssetup.py
Kanishk Munotkanishkmunot.hashnode.dev·Jul 7, 2024Learn MLOps: Flask EssentialsIntroduction Flask is a versatile and lightweight web framework for Python, well-suited for developing web applications and APIs with simplicity and flexibility. Flask plays a crucial role in deploying and serving machine learning models as web servi...Discuss·10 likes·56 readsFlask Framework