All About Artificial Intelligence
Gradient Descent is one of the most widely used optimization algorithms in machine learning and artificial intelligence. Its main purpose is to minimize the cost (or loss) function of a model. The cost function measures how far the model’s predicted output is from the actual output. In simple terms, it tells us how wrong the…
A Banking Bot is a computer program or an AI-powered chatbot. Banking Bot is designed to provide banking services and assistance to customers through digital channels. It uses NLP and ML algorithms to understand and respond to customer queries in real time. Banking bots can perform a variety of functions. For example, checking account balances,…
Crowdsourcing and human computation are two related concepts that involve the use of human intelligence to perform tasks that are difficult or impossible for computers to do alone. They are used in many applications, from image recognition and natural language processing to data annotation and content moderation.Here are some key concepts and techniques used in…
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…
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,…