As the demand for modern, scalable, and responsive applications continues to rise, building reactive applications has become an increasingly popular trend in recent years. Reactive systems are designed to react to events and changes in the system in a timely, consistent, and fault-tolerant manner. These systems often use event-driven architectures, Continue Reading
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How to use LLMs for text generation and completion
Language Models (LMs) have revolutionized natural language processing tasks such as text generation and completion. LMs like GPT-3 (Generative Pre-trained Transformer 3) have achieved remarkable results in generating coherent and contextually accurate text. One of the popular approaches to building LMs is using the concept of Long Short-Term Memory (LSTM) Continue Reading
Implementing Azure Monitor for application and infrastructure monitoring
Azure Monitor is a comprehensive, fully managed solution for monitoring applications and infrastructure in the cloud. This service provides a single platform for monitoring and analyzing metrics, logs, and events from various Azure resources. Azure Monitor is designed to provide deep insights into the applications and services deployed in the Continue Reading
Building and deploying a .NET Core app to Azure
Overview In this tutorial, we will learn how to build and deploy a .NET Core application to Azure. We will start by creating a new .NET Core web application using Visual Studio. Next, we will configure the application for Azure and create an Azure App Service. Finally, we will publish Continue Reading
How to use LLMs for text style transfer and adaptation
In recent years, there has been significant progress in natural language processing (NLP) techniques, particularly in the field of language generation. One such advancement is the development of Large Language Models (LLMs), which have shown impressive capabilities in generating coherent and contextually relevant text. LLMs have gained popularity in various Continue Reading
Using Azure Arc for hybrid cloud management
Introduction Azure Arc is a powerful tool developed by Microsoft for managing hybrid cloud environments. With Azure Arc, you can easily manage servers, Kubernetes clusters, and applications running on a variety of platforms, including on-premises data centers, edge locations, and multi-cloud environments. In this tutorial, we will cover how to Continue Reading
How to Use OpenAI Gym for Reinforcement Learning
Introduction Reinforcement Learning (RL) is a subfield of machine learning that focuses on learning optimal decisions by interacting with an environment. OpenAI Gym is a popular toolkit for developing and comparing RL algorithms. It provides a wide range of pre-built environments and tools to simulate and train agents. In this Continue Reading
How to Build a Music Mixer with OpenAI Jukebox and Python
Have you ever wondered how music mixers work? With the power of OpenAI’s Jukebox and Python, you can build your very own music mixer that can blend and generate new music tracks! In this tutorial, we will walk you through the process of building a music mixer using OpenAI Jukebox Continue Reading
How to Implement CRUD Operations with MongoDB and Node.js
In this tutorial, we will learn how to implement CRUD (Create, Read, Update, Delete) operations with MongoDB and Node.js. MongoDB is a NoSQL database that provides high performance, high availability, and easy scalability. Node.js is a popular JavaScript runtime built on Chrome’s V8 JavaScript engine, which allows us to build Continue Reading
How to Use OpenAI DALL-E for Image Composition
Image Source: OpenAI Introduction OpenAI DALL-E is an advanced AI model that can generate high-quality images from textual descriptions. It has the capability to understand and generate images based on natural language instructions. DALL-E is powered by a combination of transformer-based models and advanced generative techniques. In this tutorial, we Continue Reading