GISBoxgisbox.hashnode.dev·Jan 17, 2025GIS to AI: Exploring the Intelligent Path of City Model GenerationIn today’s era of rapid digital development, the integration of geographic information systems (GIS), urban architecture and artificial intelligence (AI) technology is gradually changing the appearance of our cities and promoting the construction of ...GIS
David Adenusidavidmide02.hashnode.dev·Jan 14, 2025Building a Movie Recommendation Model Using a Content-Based ApproachIn this article, we’ll explore the process of building a content-based movie recommendation system. Recommendation systems are crucial in today’s digital world, enhancing user experience on platforms like Netflix, Amazon Prime, and YouTube by suggest...Machine Learning
govinda takdeep-learning-machine-learning.hashnode.dev·Dec 29, 2024Optimizing Neural Networks: A Comparative Study of Optimization TechniquesIntroduction Predicting academic success is a crucial task for universities seeking to admit students who thrive academically. To tackle this, I developed a predictive deep learning model that forecasts first-year GPA using high school SAT scores and...1 likeDeep Learning
Kaval Rathodfinetuningvsrag.hashnode.dev·Dec 25, 2024Exploring Fine-Tuning and Retrieval-Augmented Generation: What's the Difference?AspectFine-TuningRetrieval-Augmented Generation (RAG) DefinitionAdjusts the weights of a pre-trained model using specific datasets for improved performance.Enhances LLM responses by retrieving relevant information from external databases. Methodo...1 likeAI
Carlos Alarcónblog.carlos-alarcon.com·Dec 7, 2024OpenAI presenta reinforcement fine tunning para sus modelosOpenAI lanzó o1 en ChatGPT como sorpresa del dia 1 de su campaña de lanzamientos navideños y pronto lo integrará a su API. Ahora en su segundo anuncio de navidad, la compañía anuncia un avance significativo en su programa de personalización de modelo...36 readsopenai
Telosystelosys.hashnode.dev·Nov 28, 2024Telosys 4.2.0 - new features for modelsThis new version brings even more flexibility, particularly for models management. Models installation Indeed, it is now possible to install models from GitHub, each model being a "git repository". This version introduces the notion of "depot". A "de...51 readstelosys
Victoria Lolo-victoria.com·Nov 27, 2024GitHub Models: Responsible Use of GitHub Models and Best PracticesWelcome to the GitHub Models series! This series will guide you through using GitHub Models to enhance development workflows by integrating AI into projects. We'll explore key features, learn to prototype AI models, integrate them into workflows, and...11 likes·40 readsGitHub ModelsMachine Learning
Ashikur Rahmanashikonweb.hashnode.dev·Nov 27, 2024How Browsers Work: What Happens When You Type a URL?You might think you already know how a browser works: type a URL, hit enter, the browser makes an HTTP request, the server responds, and the website loads—simple, right? Not quite! Behind the scenes, your browser is doing far more. It’s performing co...83 readsBrowsers
Anshul Gargmymlopsjourney.hashnode.dev·Nov 14, 2024Deploying a Serverless Machine Learning Model on AWS SageMakerIn this article, we will walk through the process of deploying a machine learning model using AWS SageMaker in a serverless manner. This guide serves as a prerequisite to my previous article on building a machine learning model with AWS SageMaker. If...mlops
sujithamypersonalblog.hashnode.dev·Nov 13, 2024What is cross-validation, and why is it important?Cross-validation is essential because it: Provides a more accurate measure of model performance by testing it on multiple subsets of data, which better represents how it will perform on unseen data. Helps identify overfitting or underfitting by rev...Machine Learning
