Machine Learning | Microschool Dev

Machine learning (ML) is a subfield of artificial intelligence focused on developing algorithms that enable computer systems to learn from and make predictions or decisions based on data, without being explicitly programmed for every task. It leverages statistical methods and mathematical optimization to identify patterns, generalize from existing information, and apply that knowledge to new, unseen data. Key branches include supervised learning (learning from labeled data), unsupervised learning (finding patterns in unlabeled data), and reinforcement learning (learning through trial and error with rewards). Advances in deep learning, particularly with [[artificial-neural-networks|neural networks]], have dramatically expanded ML's capabilities, surpassing traditional methods in complex tasks like image recognition and natural language processing. ML is foundational to many modern technologies, driving innovation across industries and shaping our digital interactions.