In this tutorial, we will learn how to create a text-to-speech application using Python and the Google Cloud Text-to-Speech API. The Google Cloud Text-to-Speech API allows us to convert text into natural-sounding speech. By the end of this tutorial, you will have a working text-to-speech app that can read out Continue Reading
Building a Chatbot with OpenAI Codex and Python
OpenAI Codex is a powerful AI system that can generate code and natural language for various tasks, such as creating websites, apps, games, and chatbots. In this tutorial, we will show you how to build a simple chatbot with OpenAI Codex and Python, using the OpenAI API and the Streamlit Continue Reading
How to Create a Weather App with React Native
React Native is a popular framework for building cross-platform mobile applications using JavaScript and React. In this tutorial, you will learn how to create a weather app with React Native that can display the current weather conditions in your location. Prerequisites Before we begin, make sure you have the following Continue Reading
How to use LLMs for recommender systems and personalization
Introduction In recent years, recommender systems have become an essential part of various online platforms, aiding users in discovering personalized and relevant content. Traditional recommendation algorithms, such as collaborative filtering and content-based approaches, have seen significant advancements. However, these methods still struggle with sparsity, scalability, and cold-start problems. Language Model Continue Reading
How to use LLMs for music analysis and generation
How to Use LSTMs for Music Analysis and Generation Introduction Long Short-Term Memory (LSTM) is a type of Recurrent Neural Network (RNN) architecture that is particularly effective at modeling sequences in data. It has been successfully used in many applications, including natural language processing and music generation. In this tutorial, Continue Reading
Using AWS Lambda to run code without managing servers
Introduction AWS Lambda is a compute service that lets you run your code without provisioning or managing servers. It is a serverless architecture that executes your code only when needed and scales with your usage. Lambda automatically manages compute resources, so you don’t have to worry about server maintenance, capacity 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
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
Configuring Application Insights in Azure
Introduction Monitoring the behavior and performance of a software application has become essential for businesses to ensure high-quality and efficient service delivery. Azure Application Insights is a handy tool that provides a comprehensive view of the application’s behavior, real-time insights, trace analysis, and performance metrics. In this tutorial, we will Continue Reading
Azure Event Hubs for real-time data ingestion
Azure Event Hubs is a cloud-based event processing service that enables real-time data ingestion and processing in the Azure environment. It provides a scalable and reliable platform for collecting and analyzing streaming data from multiple sources. In this tutorial, we will walk you through the steps to configure and use Continue Reading