ML development services involve designing, training, and deploying machine learning models for various business applications. ML development services include data collection, feature selection, model tuning, and performance evaluation. Common use cases include demand forecasting, image classification, anomaly detection, and predictive maintenance. Developers ensure integration with existing systems and provide tools for monitoring and retraining. Emphasis is placed on explainability, scalability, and compliance. ML services empower businesses to extract insights from data, automate decisions, and enhance operations through intelligent software solutions.