Can you explain the concept of machine learning and provide examples of its applications in real-world scenarios?
Can you explain the concept of machine learning and provide examples of its applications in real?
25424-Apr-2024
Updated on 19-May-2024
forum
Home / DeveloperSection / Forums / Can you explain the concept of machine learning and provide examples of its applications in real?
The Anubhav portal was launched in March 2015 at the behest of the Hon'ble Prime Minister for retiring government officials to leave a record of their experiences while in Govt service .
Bhavesh Badani
19-May-2024Machine learning (ML) is a part of artificial intelligence (AI) that involves training algorithms to learn from data and make decisions without being explicitly programmed. Here are some practical examples of machine learning applications in real-life scenarios:
Image Recognition: ML algorithms classify, identify, and segment images. For instance, Google Health’s AI model identifies breast cancer in mammography screenings more accurately than human experts.
Product Recommendations: Retailers like Amazon use ML to recommend products based on user behavior and preferences.
Email Automation and Spam Filtering: ML categorizes emails as spam or legitimate, improving email management.
Financial Accuracy: ML predicts stock prices, detects fraudulent transactions, and assesses credit risk.
Healthcare: ML assists in drug discovery, patient risk assessment, and personalized treatment plans.
Social Media Optimization: ML personalizes content feeds, recommends friends, and targets ads based on user interests.