applications in machine learning

Applications of machine learning involve systems that learn from data to make predictions or decisions without explicit programming. They are used in diverse fields such as healthcare for diagnosing diseases, finance for detecting fraud, and marketing for personalizing recommendations. Common examples include voice assistants like Siri, image recognition in social media, spam filtering in emails, and autonomous vehicles. Machine learning helps automate complex tasks, uncover patterns, and improve over time, enabling smarter and more efficient solutions across industries.