How to Use Language Model Libraries (LLMs) for Text Extraction and Annotation Language Model Libraries (LLMs) are powerful tools for text extraction and annotation. They leverage pre-trained language models to perform a wide range of natural language processing tasks, such as named entity recognition, part-of-speech tagging, and dependency parsing. In Continue Reading
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Building an IoT solution with Azure IoT Hub
The Internet of Things (IoT) is revolutionizing industries and enabling businesses to improve operations, optimize processes, and enhance customer experiences. IoT involves connecting devices, sensors, and equipment to the internet, enabling them to collect and transmit data to cloud platforms for analysis and insights. Microsoft Azure provides a comprehensive suite Continue Reading
Introduction to Machine Learning
Machine Learning has become one of the most popular fields in the industry today. It is a branch of Artificial Intelligence that focuses on creating programs that are capable of learning from data. The goal of Machine Learning is to create algorithms that can generalize patterns from the data and Continue Reading
Setting up disaster recovery with Azure VM Backup
Disaster recovery is critical for any organization that is dependent on IT infrastructure. Data loss or system downtime can lead to significant business disruption, lost revenue, and damage to your reputation. Disaster recovery is a set of processes and technologies that enable the recovery of IT infrastructure after a disruptive Continue Reading
How to Deploy a Vue.js App to Firebase
In this tutorial, we will learn how to deploy a Vue.js app to Firebase. Firebase is a powerful platform for building web and mobile applications, and it provides a convenient way to deploy and host your Vue.js app. Prerequisites To follow along with this tutorial, you will need the following: Continue Reading
How to customize LLMs for specific domains and applications
How to Customize Language Models for Specific Domains and Applications Language models are powerful tools that can be used to perform a wide range of natural language processing tasks, such as text generation, translation, sentiment analysis, and more. However, out-of-the-box language models may not always provide the desired level of Continue Reading
Configuring a secure VPN with Azure VNet
Introduction Virtual Private Networks (VPN) are a proven way to securely connect remote sites and users to a headquarters network over the internet. In this tutorial, we will guide you through the steps to configure a secure VPN connection with Azure VNet. Prerequisites To complete this tutorial, you will need Continue Reading
Building Real-time Applications with WebSockets and Socket.io
WebSockets are a protocol that allows for real-time, two-way communication between a client and a server. Socket.io is a JavaScript library that simplifies building real-time applications with WebSockets. In this tutorial, we’ll explore how to build a real-time chat application with WebSockets and Socket.io. Prerequisites Before we begin, make sure Continue Reading
Working with Spark for big data analytics
Apache Spark is an open-source unified analytics engine for large-scale data processing. It is designed to be fast and general-purpose, making it ideal for big data processing tasks such as data preparation, machine learning, and graph processing. In this tutorial, we will cover the basics of working with Spark for Continue Reading
How to use LLMs for video analysis and generation
Introduction Language-Conditioned Latent Models (LLMs) are a powerful technique that combines text-based language models with latent variable models to generate and analyze videos. LLMs allow us to provide textual prompts and generate video content that aligns with the given prompts. In this tutorial, we will explore how to use LLMs Continue Reading