The following article “Revolutionizing Urban Life: A Beginner’s Guide to Smart Cities” provides a brief tutorial on smart cities. A Guide to Smart Cities What are Smart Cities. An introduction to the concept of Smart Cities. Also, it includes a definition of what they are, how they work, and why they’re important. Examples of Smart …
Hyperparameters in an Artificial Neural Network (ANN)
In this article, I will explain Hyperparameters in an Artificial Neural Network (ANN). Basically, hyperparameters are user-defined parameters that are not learned by the neural network during training. Instead, they are set by the user prior to training. In fact, hyperparameters control various aspects of the training process, including the architecture of the network, the …
Vanishing and Exploding Gradient Descent
In this article, I will explain Vanishing and Exploding Gradient Descent. What is Gradient Descent? Basically, Gradient Descent is a widely used optimization algorithm in machine learning to minimize the loss function during the training process of a neural network. Vanishing Gradient However, in deep neural networks, the gradients may become too small or too …
Exploring the World of Image Recognition with FiftyOne Zoo
In this article, I will explain how to perform Image Recognition with FiftyOne Zoo dataset. To begin with, The FiftyOne Zoo dataset is a collection of diverse, high-quality, pre-built datasets that are ready for use with the FiftyOne tool. Actually, it is a Python package for exploratory analysis and debugging of computer vision models. As …
Understanding Grid System in Bootstrap
The following article describes the Grid System in Bootstrap. In fact, the grid system in Bootstrap is a flexible and responsive layout system that helps to create complex layouts for websites and applications. In brief, the grid system is based on a 12-column system. Furthermore, it uses CSS Flexbox to align and distribute content within …
Advantages and Drawbacks of Bootstrap in a Web Project
In this article, I will describe the Advantages and Drawbacks of Bootstrap in a Web Project. The Advantages and Drawbacks of Bootstrap are given below. Since a framework brings both benefits and drawbacks to your project. So, you need to be careful before using any framework. Advantages of using Bootstrap in projects Responsiveness. Basically, with …
Exploring Bootstrap and its Features
The following article describes Bootstrap and its Features. In short, Bootstrap is a popular open-source front-end framework for building responsive and mobile-first web applications. It was developed by Twitter and released as a free, open-source framework in 2011. In general, Bootstrap provides a comprehensive set of pre-designed UI components. In fact, it includes CSS classes …
Most Popular Bootstrap Interview Questions and Answers
The following article provides the Most Popular Bootstrap Interview Questions and Answers. What is Bootstrap and what are its features? What are the advantages and disadvantages of using Bootstrap in your projects? Can you explain the grid system in Bootstrap and how it works? How can you customize the appearance of Bootstrap components? Can you …
Exploring the Benefits and Limitations of Drone Technology
The following article describes the Benefits and Limitations of Drone Technology. Benefits of Drone Technology Increased Efficiency. Evidently, drones can cover large distances quickly. So, it reduces the time and cost of traditional survey methods. Also, we can use them to inspect power lines, oil rigs, bridges, and other infrastructure. Improved Safety. Indeed, we can …
Building Cutting-Edge Drone Projects with Machine Learning Algorithms
In this article on Building Cutting-Edge Drone Projects with Machine Learning Algorithms, I will discuss how Machine Learning is used in Drone development. Basically, drones have much potential to exploit the capabilities of machine learning. The following list specifies some cutting-edge drone projects that utilize machine-learning algorithms. Some Ideas of Drone Projects with Machine Learning …