Model Monitoring Enables Robust Machine Learning Applications - Gradient Flow

According to the 2020 Gartner Hype Cycle for Artificial Intelligence, machine learning (ML) is entering the Trough of Disillusionment phase. This is the phase where the real work begins--best practices, infrastructures, and tools are being developed to facilitate the technology's integration into real-world production environments. Today, ML technologies have secured a central role in many companies. ML technologies also are beginning to gain footholds across industries as they become more widely adopted in enterprises. For example, advances in speech and natural language models are fueling growth in voice applications.