What Is Machine Learning | AI Publishment

Machine learning is a field of study in artificial intelligence that focuses on the development of statistical algorithms and models that allow computer systems to perform tasks without explicit instructions, by learning from data and generalizing to unseen data. This field is a subclass of computer science and artificial intelligence, and has parts including online machine learning, supervised learning, unsupervised learning, and reinforcement learning. Machine learning is grounded in statistics and mathematical optimization, and has numerous applications in data mining, natural language processing, and more. With the rise of deep learning, neural networks have become a key component of many machine learning approaches, enabling computers to learn complex patterns in data and make accurate predictions or decisions.