IBM defines machine learning (ML) as “a branch of artificial intelligence (AI) and computer science that focuses on the using data and algorithms to enable AI to imitate the way that humans learn, gradually improving its accuracy.”
These three technologies are interrelated. First, it russia whatsapp number data is important to realize that generative AI (GenAI) and ML are types of artificial intelligence.
AI includes all forms of computational techniques that mimic human abilities.
Machine learning is a technique through which systems learn and make data-based decisions. ML is based on statistical methods and is used in other AI types, including GenAI.
GenAI is a specialized application of ML in which the algorithms do not just make decisions or classifications but produce new data instances that mimic the characteristics of the training data they have learned from. patterns of the data and utilize this knowledge to generate synthetic data samples similar to the original dataset.
According to Roochir Purani of IBM, GenAI’s key use cases and deliverables are “written content augmentation and creation, questions answering and discovering, language tone, summarization, simplification, classification of content for specific use cases, chatbot performance improvement, software coding, and synthetic data.”