Anshul GargforMLOps Learning Journeymymlopsjourney.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...Discussmlops
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...DiscussMachine Learning
Karan Datwanibackpackforlaravel.hashnode.dev·Nov 11, 2024🍣 Sushi — Your Eloquent model driver for other data sourcesIn Laravel projects, we usually store data in databases, create tables, and run migrations. But not every bit of data needs that level of complexity. Sometimes, you have small, static datasets—like a list of countries, settings, or configs—that hardl...DiscussLaravel
Aayushi Singhasaayushi.hashnode.dev·Nov 7, 2024How AI Foundation Models Revolutionizing Video Content Creation for CreatorsIn an era where content is king👑, video creators are turning to AI foundational models to streamline their workflows, improve engagement, and expand their creative potential. This shift in video content creation, powered by AI, is not only simplifyi...Discuss·10 likesAI
Hugo Tavareshugotav.hashnode.dev·Nov 5, 2024MVC: The Superhero Trio of Web DevelopmentWhen building web apps, the MVC (Model-View-Controller) pattern provides a structured approach that enhances manageability, scalability, and collaboration. Models handle data, Views display information, and Controllers manage interactions, making dev...Discussmvc
Nagen Kthinkboundlessai.hashnode.dev·Nov 5, 2024Securing Large Language Models: An Overview of Common Security PracticesWith the explosion of Large Language Models (LLMs) like GPT and BERT, these tools are now everywhere—from customer service chatbots to complex automation tasks. But as powerful as LLMs are, they’re also packed with vulnerabilities that can be exploit...DiscussAI
Avinash Dalviwww.internetkatta.com·Oct 28, 2024Building Resilient GenAI pipeline with Open-source AI GatewayHello Devs, Generative AI is rapidly gaining traction, with companies eager to integrate it into their workflows and drive product innovation. As its popularity soars, numerous LLM models and Generative AI companies are emerging. However, this surge ...Discuss·10 likesPortKey
Samuel Agyeistero.hashnode.dev·Oct 10, 2024Laravel Models 101: A Beginner's GuideLaravel models are the backbone of its robust MVC (Model-View-Controller) framework. They represent the data layer in your application, encapsulating the logic for interacting with the database. In this guide, we will walk through the basics of Larav...Discuss·12 likes·81 readsLaravelLaravel
Dharshini Sankar Rajdharshinisankarraj.hashnode.dev·Oct 10, 2024Large Language Model - Part 1An LLM (Large Language Model) is a neural network designed to understand, generate, and respond to human-like text. These models are deep neural networks trained on massive amounts of text data, sometimes encompassing large portions of publicly avail...Discuss·2 likesllm
Dominic Oladapo-Tonadecatw.hashnode.dev·Oct 8, 2024Tuning Epochs: Because Your Model's Been Lazy Long EnoughSo you’ve built a machine learning model, huh? It’s smart, it’s fast, and it… well, it's "good enough" after just one epoch. Except it’s not. That’s like baking a cake, taking one bite, and deciding you’re a master chef. Tuning epochs. Your model's w...Dennis Kamara and 1 other are discussing this2 people are discussing thisDiscuss·5 likesepoch
