All About Artificial Intelligence
Explainable AI (XAI) is a field of research in artificial intelligence (AI) that focuses on making machine learning models. It is more transparent and understandable to humans. The goal of Explainable AI (XAI) is to enable users to understand the reasoning behind the decisions made by AI models. It also used to identify and correct…
To actively decompose a given matrix, Singular Value Decomposition (SVD) utilizes three matrices. The SVD technique is widely used in machine learning for dimensionality reduction. By utilizing the decomposed matrices, we can actively approximate the original matrix with a lower-rank representation. The process involves passively decomposing the original matrix into three matrices using SVD. Then…
Principal Component Analysis (PCA) is a popular unsupervised learning technique used for dimensionality reduction and feature extraction. PCA transforms a high-dimensional dataset into a lower-dimensional space while retaining the maximum amount of variance in the data. Principal Component Analysis (PCA) works by finding a set of orthogonal vectors, called principal components. It captures the maximum…
React Native is a popular framework for building mobile applications. It can be used to develop AI-powered mobile apps. React Native works by allowing developers to write code in JavaScript, which is then compiled into native code for each platform. This allows for a high level of code reuse between platforms, while still allowing for…
IoT refers to the network of physical devices, vehicles, home appliances, and other items embedded with sensors, software, and connectivity. IoT enables them to connect and exchange data with other devices and systems over the internet. It aims to create an interconnected ecosystem of devices that can share data. It collaborates to perform tasks and…
Generative models are a type of computer algorithm that can create new data based on patterns learned from existing data. It uses complex mathematical techniques to learn the underlying patterns and structures in the data. It can be used to generate new images, videos, text, or even music. Generative models or AI has a wide…
Computer vision refers to the ability of a computer to interpret and understand visual information from the world around it, such as images or videos. It involves using algorithms and mathematical models to analyze and extract information from these visual inputs, and it has many practical applications in areas such as medical imaging, self-driving cars,…
There are several programming languages that are commonly used in machine learning. Here are some of the most popular ones: Ultimately, the choice of programming language will depend on the specific requirements of the project and the personal preferences of the developer.
IP stands for “Internet Protocol”, which is a set of rules that govern data transmitted over the internet. An IP address is a unique numeric identifier assigned to any device connected to a computer network via the Internet Protocol. The IP address serves as a unique identifier for the device on the Internet and allows…