In today’s digital age, web applications are an essential part of our daily lives. As a result, web application security has become a growing concern for businesses. Cybercriminals are constantly looking for vulnerabilities to exploit and gain access to sensitive data. Fortunately, Amazon Web Services (AWS) offers a powerful Web Continue Reading
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How to Create a Chatbot with Dialogflow and Node.js
Introduction Chatbots are becoming increasingly popular as they offer a convenient way for users to interact with applications and services. Dialogflow, formerly known as Api.ai, is a natural language processing (NLP) platform that makes it easy to build chatbots and conversational agents. In this tutorial, we will learn how to Continue Reading
How to use LLMs for natural language understanding and generation
Introduction Language Models (LMs) have revolutionized natural language processing by providing powerful tools for understanding and generating human language. Recently, a new type of language model called Large Language Models (LLMs) has emerged, which utilizes deep learning techniques to achieve state-of-the-art performance on a wide range of language tasks. In Continue Reading
How to Create a Image Recognition App with OpenAI CLIP and Python
How to Create an Image Recognition App with OpenAI CLIP and Python Image recognition is a popular field in computer vision, enabling machines to understand and interpret visual information. OpenAI’s CLIP (Contrastive Language-Image Pretraining) is a powerful deep learning model that combines text and image knowledge to perform zero-shot image Continue Reading
Creating custom AMI using EC2 Image Builder
Introduction Amazon Machine Images (AMIs) are pre-configured virtual machines used to launch instances in Amazon Elastic Compute Cloud (EC2). An AMI includes an operating system, applications, libraries, and other dependencies needed to run an instance. Creating custom AMIs allows users to launch instances with the desired software stack installed. In Continue Reading
How to use LLMs for text summarization and extraction
Text summarization and extraction are crucial tasks in natural language processing (NLP) and information retrieval. Language models have emerged as powerful tools for accomplishing these tasks. In this tutorial, we will explore how to use Language Model-based Methods (LLMs) for text summarization and extraction. We will cover the following topics: Continue Reading
Building web applications with Laravel
Laravel is a powerful and popular PHP framework used to build web applications. It provides a flexible and streamlined development experience with a variety of tools and features to help develop robust web applications quickly and efficiently. In this tutorial, we will go through the process of building a simple Continue Reading
Introduction to microservices
Microservices are a software architecture style that has gained significant popularity over the past few years. With the rise of cloud computing and DevOps practices, microservices have become a popular choice for developers and enterprises alike. In this tutorial, we will introduce you to microservices โ what they are, how Continue Reading
Using Azure Site Recovery for disaster recovery
Introduction In today’s world, Disaster Recovery (DR) plans are a major concern for every organization because any unexpected event like natural disasters, cyber attacks, or hardware failures can affect the business continuity heavily. Therefore, it is necessary for organizations to have a fully functioning DR solution in place that can Continue Reading
How to use LLMs for text summarization and expansion
Introduction Language models have revolutionized the field of natural language processing by providing powerful tools for tasks like text generation, translation, and summarization. One popular type of language model is the Long-Short Term Memory (LSTM) model, which is a type of Recurrent Neural Network (RNN). In this tutorial, we will Continue Reading