Introduction Building an AI agent with RAG on the Gradient Platform transforms how teams handle compliance automation. This innovative approach uses Retrieval-Augmented Generation (RAG) to automate complex security and compliance questionnaires, cutting manual effort by up to 90%. By integrating AI-driven document retrieval and contextual response generation, the system ensures faster, more consistent, and accurate […]
Introduction Mastering data augmentation for object detection with rotation and shearing is key to building smarter, more resilient AI models. In computer vision, data augmentation enhances training datasets by introducing geometric transformations that simulate real-world diversity. Rotation adjusts image orientation, while shearing skews perspective—both requiring precise updates to bounding boxes for accuracy. This guide explores […]
Introduction Learning how to build a custom environment in OpenAI Gym with Python is a great way to understand reinforcement learning in action. This tutorial walks you through creating ChopperScape, an environment where an AI-controlled helicopter navigates obstacles, collects fuel, and earns rewards. You’ll explore how observation and action spaces work, define environment elements, and […]
Introduction Installing and managing MySQL on Ubuntu has never been easier, especially when integrating MariaDB and Docker for enhanced flexibility. MySQL is a powerful open-source relational database management system designed to handle everything from small web projects to enterprise-grade applications. In this guide, you’ll learn how to install, configure, and secure MySQL 8.0 on Ubuntu […]
Introduction Mastering ridge regression, lasso regression, and elastic net in machine learning is essential for building models that truly generalize. These regularization techniques help prevent overfitting and underfitting by controlling model complexity and improving predictive accuracy. In machine learning, ridge regression (L2) minimizes large coefficients, lasso regression (L1) performs automatic feature selection, and elastic net […]
Introduction Customizing the .bashrc file in Linux is one of the most effective ways to enhance your terminal workflow. This file plays a crucial role in personalizing your command-line environment, from setting up command aliases to defining shell functions and customizing your prompt. By mastering .bashrc, you can save time, increase productivity, and tailor your […]
Introduction Scaling AI workloads efficiently requires leveraging powerful tools like MosaicML and multi-node clusters. In the world of large language models (LLMs), pretraining and finetuning are essential steps for achieving high performance, and choosing the right infrastructure is crucial. With MosaicML’s LLM Foundry, combined with DigitalOcean’s bare-metal H100 multi-node clusters, organizations can seamlessly scale their […]
Introduction ICEdit is revolutionizing image editing by combining a Diffusion Transformer (DiT) with advanced techniques like LoRA-MoE and in-context editing. This innovative approach enables the model to process both the source image and editing instructions simultaneously, ensuring precise, efficient edits with minimal computational cost. By leveraging the power of VLM-guided noise selection, ICEdit enhances performance […]
Introduction Getting Docker up and running on Ubuntu 20.04 is a game-changer for container-based development. In this guide, we’ll walk you through the entire Docker installation process on Ubuntu, from setting up Docker Engine to managing containers and images. You’ll also learn how to use Docker Compose to streamline multi-container applications, and we’ll cover common […]
Introduction When working with complex data structures in C++, mastering two-dimensional arrays is essential. Two-dimensional arrays in C++ allow you to store and manipulate grid-like data, making them vital for tasks like matrix operations and simulations. This article explores the intricacies of declaring, initializing, and manipulating 2D arrays, with a particular focus on dynamic arrays […]
From small business to enterprise, we’ve got you covered!
The web hosting you need comes with incredible prices, developer-friendly features, and scalability you’ll appreciate.
