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Introduction: The Rise of Large-Scale AI Deployment Artificial intelligence has rapidly evolved from a research-driven field to a core component of modern enterprise solutions. As organizations increasingly recognize the value of AI, the focus has shifted from isolated experiments to deploying AI models at scale in production environments. This transition brings both significant opportunities and

Introduction to Transfer Learning In recent years, transfer learning has become one of the most powerful techniques in the field of machine learning and artificial intelligence. Traditionally, building effective machine learning models required large amounts of labeled data and significant computational resources. However, transfer learning offers a way to leverage knowledge gained from one task

Introduction to MLOps in Practice MLOps, or Machine Learning Operations, is a set of practices, tools, and processes that enable the effective deployment, management, and scaling of machine learning models in production environments. Modern organizations are increasingly leveraging artificial intelligence to solve key business problems, but building a model is only the beginning. The real