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  • What are the applications of supervised machine learning?

    Priya Singh
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    Supervised machine learning (ML) is widely used across various domains and industries due to its effectiveness in making predictions based on labeled datasets. Here are some key applications: Image and Video Analysis: Object Detection and Recognition: Identifying and classifying objects within images (e.g., facial recognition, autonomous vehicles). Image Classification: Categorizing images into predefined classes (e.g., medical imaging for diagnosing diseases). Video Surveillance: Monitoring and detecting unusual activities in real-time. Natural Language Processing (NLP): Text Classification: Categorizing text into different classes (e.g., spam detection in emails, sentiment analysis). Named Entity Recognition (NER): Identifying and classifying entities in text (e.g., names of people, organizations). Machine Translation: Translating text from one language to another (e.g., Google Translate). Speech Recognition: Voice Assistants: Converting spoken language into text and understanding commands (e.g., Siri, Alexa). Transcription Services: Automatically transcribing spoken content into written form. Finance: Fraud Detection: Identifying fraudulent transactions by analyzing patterns. Credit Scoring: Assessing the creditworthiness of individuals or businesses. Algorithmic Trading: Making automated trading decisions based on historical data. Healthcare: Disease Prediction and Diagnosis: Predicting the likelihood of diseases and assisting in diagnosis (e.g., cancer detection from medical images). Personalized Medicine: Tailoring treatments based on individual patient data. Predictive Analytics: Forecasting patient outcomes and hospital resource utilization. Marketing and Sales: Customer Segmentation: Grouping customers based on purchasing behavior and preferences. Churn Prediction: Identifying customers likely to leave a service. Recommendation Systems: Suggesting products or services to users (e.g., Netflix, Amazon). Visit- Machine Learning Training in Pune
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