How to Use Language Models for Text Ranking and Scoring Language Models (LMs) have become powerful tools in Natural Language Processing (NLP) tasks such as text generation, sentiment analysis, and machine translation. Lately, LMs have also gained popularity in text ranking and scoring applications. In this tutorial, we will explore Continue Reading
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Implementing Azure Load Balancer for web traffic
Introduction Azure Load Balancer is a highly available and scalable load balancing service provided by Microsoft Azure to distribute incoming internet traffic across multiple virtual machines or cloud services. With the use of Azure Load Balancer, we can efficiently handle high traffic loads and prevent downtime for our cloud application. Continue Reading
How to Build a Shopping Cart with Laravel and Stripe
In this tutorial, we will learn how to build a shopping cart using Laravel, a popular PHP framework, and Stripe, a powerful payment gateway. By the end of this tutorial, you will have a fully functional shopping cart where users can add products, update quantities, and checkout using Stripe for Continue Reading
How to Use SymPy for Symbolic Mathematics in Python
SymPy is a Python library used for symbolic mathematics. It allows you to manipulate mathematical expressions symbolically, solving equations, integrating functions, performing algebraic operations, and much more. In this tutorial, you will learn the basics of using SymPy for symbolic mathematics in Python. Installation SymPy comes pre-installed with Anaconda, so Continue Reading
Mobile Game Development with Unity
Mobile gaming has become a popular trend in recent years. With the advent of smartphones, tablets, and other mobile devices, people can now play games anytime and anywhere they want. As a result, game developers have turned their attention towards mobile game development. Unity is one of the most popular Continue Reading
Defending against Distributed Denial-of-Service (DDoS) attacks with AWS Shield
Distributed Denial-of-Service (DDoS) attacks are a growing concern for organizations of all sizes. These attacks aim to overwhelm the target with massive amounts of traffic from multiple sources, rendering the service unavailable to legitimate users. AWS Shield is a managed DDoS protection service that provides continuous monitoring and automatic mitigation Continue Reading
How to Build a Calculator App with Vue.js and Vuex
In this tutorial, we will build a simple calculator app using Vue.js and Vuex. Vue.js is a progressive JavaScript framework for building user interfaces, and Vuex is a state management pattern and library for Vue.js applications. By using Vuex, we can manage the state of our calculator app more efficiently. Continue Reading
How to use LLMs for natural language inference and reasoning
How to Use Language Model Logics (LLMs) for Natural Language Inference and Reasoning Introduction Natural Language Inference (NLI) and reasoning tasks are crucial for many natural language processing applications, such as question answering, information retrieval, and dialogue systems. However, traditional methods often struggle to accurately understand and reason about the Continue Reading
How to Use OpenAI CLIP for Image Classification
Image classification is a fundamental task in computer vision that involves assigning labels or categories to images based on their visual content. OpenAI CLIP is a powerful deep learning model that combines vision and language to perform various tasks, including image classification. In this tutorial, we will explore how to Continue Reading
Building a scalable web app with Azure Functions and SignalR
Azure Functions and SignalR are two powerful tools that can be used together to create a scalable web app. Azure Functions is a serverless compute service that allows you to run your code on-demand, without the need to provision or manage virtual machines. SignalR is a real-time communication framework that Continue Reading