How to Use Language Model Models (LLMs) for Text Mining and Information Extraction Language Model Models (LLMs) have revolutionized the field of natural language processing (NLP), enabling powerful text mining and information extraction capabilities. LLMs, such as GPT-3 and T5, can generate human-like text, answer questions, summarize articles, and even Continue Reading
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Deploying an Application on Elastic Beanstalk
Introduction Elastic Beanstalk is an AWS service that makes deploying, scaling, and managing applications in the cloud easier. In this tutorial, we will learn how to deploy an application on Elastic Beanstalk. Prerequisites To follow this tutorial, you will need: An AWS account Git installed The AWS CLI installed Step Continue Reading
How to Create a Object Detection App with Python and YOLOv3
How to Create an Object Detection App with Python and YOLOv3 In this tutorial, we will learn how to create an object detection app using Python and the YOLOv3 (You Only Look Once) algorithm. Object detection is a computer vision task that involves the detection and localization of objects in Continue Reading
Building a Chatbot with Azure Bot Service
Introduction Chatbots have gained massive popularity in recent times, thanks to their ability to automate customer interactions and improve user engagement. With a chatbot, businesses can easily handle customer queries, provide personalized recommendations and offer round-the-clock customer support. However, building a chatbot from scratch can be a daunting task, especially Continue Reading
Developing serverless web applications with Azure Spring Cloud
Introduction Azure Spring Cloud is a fully managed service created to help developers build and run microservices-based applications with less operational overhead. The service is built on top of the Spring Boot framework, which makes it easy to develop Spring-based cloud-native applications. The platform makes it possible for organizations to Continue Reading
Building serverless applications with AWS Lambda
Serverless computing has changed the way developers approach application development and infrastructure management. AWS Lambda is a popular serverless computing platform that allows you to run your code without worrying about managing servers or infrastructure. In this tutorial, we will walk you through the process of building serverless applications with Continue Reading
Developing web applications with Angular
Introduction Angular is a popular framework for building Single Page Applications (SPAs) and dynamic web applications. It uses the Model-View-Controller (MVC) pattern to keep data, logic, and interface separate. This makes it easier to develop, test, and maintain complex web applications. In this tutorial, we will explore the basics of Continue Reading
How to Use D3.js for Data Visualization in JavaScript
Data is an essential part of our lives, and analyzing and visualizing it can provide valuable insights. JavaScript is a popular and versatile programming language that can be used to create interactive and dynamic visualizations. D3.js is a powerful JavaScript library that allows you to create data-driven and interactive visualizations Continue Reading
Big Data Analytics with Apache Spark
Apache Spark is an open-source, distributed computing system used for big data processing and analytics. It is designed to be faster, more efficient and easy to use than its predecessors like Hadoop MapReduce. Spark allows you to process large amounts of data in-memory, thereby providing high speed analytics and machine Continue Reading
How to Create a Image Classifier with OpenAI CLIP and Python
How to Create an Image Classifier with OpenAI CLIP and Python In recent years, deep learning models have become increasingly powerful in tasks such as image recognition and natural language processing. OpenAI’s CLIP (Contrastive Language-Image Pretraining) is one such model that can perform various visual tasks. It combines a convolutional Continue Reading