The latest articles on DEV Community by Selva (@selvadharshini). https://dev.to/selvadharshini https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F1552497%2F36d2c728-2949-4ac2-80bd-972d5cb94464.png https://dev.to/selvadharshini en Selva Sun, 23 Jun 2024 18:26:13 +0000 https://dev.to/selvadharshini/machine-learning-and-ml-algorithms-5ff https://dev.to/selvadharshini/machine-learning-and-ml-algorithms-5ff <p><em>This is a submission for <a href="https://dev.to/challenges/cs">DEV Computer Science Challenge v24.06.12: One Byte Explainer</a>.</em></p> <h2> Explainer </h2> <p>Machine Learning (ML) is a subset of AI that enables systems to learn and improve from experience without explicit programming. ML algorithms use data to identify patterns, make decisions, and predict outcomes. Key types include supervised learning, unsupervised learning, and reinforcement learning. Applications range from recommendation systems to medical diagnosis.</p> <h2> Additional Context </h2> <p>Machine learning algorithms enable computers to learn from data and make predictions or decisions without explicit programming. In 2024, they power real-world applications like personalized recommendations on streaming services, fraud detection in banking, autonomous driving, and healthcare diagnostics, improving accuracy and efficiency. </p> devchallenge cschallenge computerscience beginners