Architect Machine Learning with IoT - Paul DeBeasi

Developers with no data science experience are now able to integrate Machine Learning (ML) with IoT. As the number of IoT endpoints proliferate, the need for organizations to understand how to architect machine learning with IoT will grow rapidly. However, for this to occur, IoT architects and data scientists must overcome the challenge of having two very different disciplines collaborate closely to design an ML-powered IoT system. IoT architects often focus on IoT infrastructure (e.g., IoT endpoints, gateways and platforms) and defer consideration of how they will integrate ML inference into their design. They may not be familiar with ML well enough to know when it could help them solve their business problems.