Incremental Learning

Incremental Learning is an AI technique that allows models to continuously learn from new data without retraining from scratch. Instead of training the model on the entire dataset, Incremental Learning updates the model using newly available data. This approach is efficient for handling evolving data and adapting to changing environments.

Instance-Based Learning

Instance-Based Learning is an AI approach where models make predictions based on similarity to previously seen examples. Instead of generalising from a predefined set of rules, Instance-Based Learning examines specific instances and their characteristics. This approach is effective in tasks such as pattern recognition and recommendation systems.

Intelligent Virtual Assistants

Intelligent Virtual Assistants, also known as Chatbots or Virtual Agents, are AI-powered software applications that can engage in conversations and perform tasks on behalf of users. These Virtual Assistants leverage Natural Language Processing and Machine Learning to understand user queries and provide relevant information. They enhance customer experiences and streamline operations by offering personalised and … Read more

Internet of Things (IoT)

The Internet of Things refers to a network of interconnected devices, sensors, and objects that can collect and exchange data. IoT Devices enable the integration of physical objects into the digital world, creating opportunities for automation, data analysis, and real-time decision-making. AI plays a crucial role in processing the vast amount of data generated by … Read more