Machine Learning has become one of the most popular fields in the industry today. It is a branch of Artificial Intelligence that focuses on creating programs that are capable of learning from data. The goal of Machine Learning is to create algorithms that can generalize patterns from the data and Continue Reading
How to use LLMs for text summarization and abstraction
In recent years, there has been a tremendous improvement in the field of natural language processing (NLP) with the introduction of large language models (LLMs) like GPT-3, BERT, and T5. These models have revolutionized various NLP tasks, including text summarization and abstraction. Text summarization is the process of condensing a Continue Reading
How to Use MySQL Workbench with Node.js and Express.js
MySQL Workbench is a powerful visual tool for database design, development, and administration. It provides an intuitive interface for creating, managing, and analyzing MySQL databases. In this tutorial, we will learn how to use MySQL Workbench with Node.js and Express.js to connect to a MySQL database, perform CRUD operations, and Continue Reading
How to use LMMS for music production and sound synthesis
LMMS (Linux MultiMedia Studio) is a free and open-source digital audio workstation that allows you to produce music and create synthesized sounds. It provides a range of powerful features for composing, synthesizing, mixing, and arranging music. In this tutorial, we will explore the basics of using LMMS for music production Continue Reading
How to Use OpenAI Gym for Deep Q-Learning
OpenAI Gym is a popular Python library that provides a collection of environments to develop and compare reinforcement learning algorithms. One of the most well-known reinforcement learning algorithms is Deep Q-Learning (DQN), which combines the use of a deep neural network with the Q-learning algorithm to learn optimal policies. In Continue Reading
How to Configure a Load Balancer with Nginx
If you’re looking for a way to improve the performance and reliability of your web applications, then configuring a load balancer with Nginx is a great option. In this tutorial, we’ll walk you through the process of setting up a load balancer with Nginx, step by step. What is a Continue Reading
How to Create a Face Detection App with OpenCV and Python
In this tutorial, you will learn how to create a face detection app using the OpenCV library and Python. Face detection is a common use case in computer vision applications, and OpenCV provides a pre-trained Haar cascade classifier that can be used for this purpose. Prerequisites To follow along with Continue Reading
How to Build a Sentiment Analysis App with OpenAI GPT-3 and Flask
Sentiment analysis is a powerful technique in natural language processing that helps determine the sentiment expressed in a piece of text. It involves analyzing the subjective information to classify the text into positive, negative, or neutral categories. In this tutorial, we will show you how to build a sentiment analysis Continue Reading
Building an IoT solution with Azure IoT Hub
The Internet of Things (IoT) is revolutionizing industries and enabling businesses to improve operations, optimize processes, and enhance customer experiences. IoT involves connecting devices, sensors, and equipment to the internet, enabling them to collect and transmit data to cloud platforms for analysis and insights. Microsoft Azure provides a comprehensive suite Continue Reading
Automating your workflow using AWS Step Functions
Introduction As more and more companies are moving towards the cloud to host their applications and services, the need for automation has become increasingly important to reduce human error and improve efficiency. AWS Step Functions is a powerful service provided by Amazon Web Services (AWS) that enables you to build Continue Reading