In this tutorial, we will learn how to build a text analyzer using OpenAI GPT-3 and Django. The text analyzer will take an input text and analyze it to provide various insights, such as sentiment analysis, key phrase extraction, and entity recognition. OpenAI GPT-3 is a powerful language model that Continue Reading
How to Deploy a Flask App to AWS
In this tutorial, we will walk through the process of deploying a Flask app to AWS (Amazon Web Services). AWS is a cloud computing platform that offers a wide range of services, including hosting and running applications. Prerequisites Before getting started, make sure you have the following prerequisites: A Flask Continue Reading
How to optimize LLMs for speed and memory efficiency
Language Models (LMs) have become an integral part of many natural language processing tasks, including text generation, translation, and sentiment analysis. With the recent advancements in deep learning, LMs have achieved state-of-the-art performance on various benchmarks. However, these models come with a significant memory cost, making them challenging to deploy Continue Reading
How to Use Apache Spark for Big Data Analysis in Java
Apache Spark is an open-source big data processing framework that provides parallel, distributed data processing capabilities for a wide range of big data tasks. It is designed to handle large-scale data processing and analytics in a fast and efficient manner. In this tutorial, we will explore how to use Apache Continue Reading
Creating and managing virtual networks in Azure
Introduction Virtual networks (VNets) in Azure are a powerful tool for creating isolated, secure and scalable network environments for your applications. With virtual networks, you can control network traffic flow, customize IP address ranges, and connect virtual machines (VMs) and other resources securely. This tutorial will guide you through the Continue Reading
How to Create a Chatbot with Rasa and Python
With the increasing popularity of chatbots, more and more businesses are turning to the technology to automate customer support and provide personalized experiences. Rasa is an open-source machine learning framework that allows developers to build, improve, and deploy their own AI-powered chatbots. In this tutorial, we will walk through the Continue Reading
How to Deploy a Ruby on Rails App to Heroku
Heroku is a cloud-based platform that allows you to deploy and manage your applications. It supports multiple programming languages including Ruby on Rails. In this tutorial, you will learn how to deploy a Ruby on Rails application to Heroku. Prerequisites Before you begin, make sure you have the following: Ruby Continue Reading
How to train your own LLM using open-source data and tools
How to Train Your Own Language Model (LLM) using Open-Source Data and Tools Language models are a powerful tool for various natural language processing (NLP) tasks, such as text generation, sentiment analysis, and language translation. While pre-trained models are readily available, training your own language model gives you the flexibility Continue Reading
How to Deploy a React App to Netlify
Netlify is a popular hosting platform that specializes in hosting static websites and web applications. It offers a simple and intuitive interface for deploying static websites, making it ideal for hosting React applications. In this tutorial, you will learn how to deploy a React app to Netlify in a few Continue Reading
Using Azure Cognitive Services for speech to text conversion
Introduction Speech recognition software has come a long way over the years. The technology behind it has continued to improve, leading to increased accuracy and more broad applications. One of the most popular speech recognition tools available today is the Azure Cognitive Services for Speech-to-Text conversion. This cloud-based tool makes Continue Reading