Machine learning what is Machine learning, deep learning, and neural networks are all sub-fields of artificial intelligence. . Machine learning's impact extends to autonomous vehicles, drones, and robots, enhancing their adaptability in dynamic environments. May 20, 2025 · Machine learning refers to the general use of algorithms and data to create autonomous or semi-autonomous machines. ) Apr 18, 2025 · Machine learning is a process that enables computers to learn autonomously by identifying patterns and making data-based decisions. Apr 30, 2024 · Machine learning is a form of artificial intelligence (AI) that can adapt to a wide range of inputs, including large data sets and human instruction. Jan 13, 2025 · Machine learning finds applications in diverse fields such as image and speech recognition, natural language processing, recommendation systems, fraud detection, portfolio optimization, and automating tasks. This approach is particularly useful in situations where it is impractical to write detailed instructions for every possible scenario. Nov 8, 2024 · What is Machine Learning? Machine Learning, often abbreviated as ML, is a subset of artificial intelligence (AI) that focuses on the development of computer algorithms that improve automatically through experience and by the use of data. Artificial intelligence systems are used to perform complex tasks in a way that is similar to how humans solve problems. The way in which deep learning and machine learning differ is in how each algorithm learns. Deep learning, meanwhile, is a subset of machine learning that layers algorithms into “neural networks” that somewhat resemble the human brain so that machines can perform increasingly complex tasks. Apr 21, 2021 · What is machine learning? Machine learning is a subfield of artificial intelligence, which is broadly defined as the capability of a machine to imitate intelligent human behavior. (Some machine learning algorithms are specialized in training themselves to detect patterns; this is called deep learning, which we explore in detail in a separate Explainer. However, neural networks is actually a sub-field of machine learning, and deep learning is a sub-field of neural networks. krusltcaavxayjihxrvnxysbbzynguwxfcuajbkuzeryfogmb