Big Data & Machine Learning Cloud OnBoard 1 2 1 CloudML Engine simplifies the use of Distributed TensorFlow 3 2 5 3 ... 6 5 7 6 ... 8 7 9 . 8 . . 10 . 9 Size of . 11 . 10 dataset 12 11 ... 13 12 14 13 15 14 16 15 1716 17 18 Big Data & Machine Learning Cloud OnBoard 1 2 1 ML APIs are pre-trained ML models (trained off Google’s data) for common 3 tasks; they are accessible through REST APIs 2 5 3 6 Use your own data to train models Machine Learning as an API 5 7 6 8 7 9 8 10 9 Cloud Cloud 11 Vision API Speech API 10 12 TensorFlow Cloud Machine 11 Learning Engine 13 12 14 13 15 14 16 15 Cloud Cloud Cloud Video Natural Language Translation API Intelligence 1716 API 17 18 58