Big Data & Machine Learning 1 2 Agenda 3 5 Machine learning with TensorFlow + Demo 6 7 Pre-built machine learning models + Demo 8 9 10 11 12 13 14 15 16 17 Big Data & Machine Learning Cloud OnBoard 1 2 1 The accuracy of a ML problem is driven largely by the size and quality 3 of the dataset; this is why ML requires massive compute 2 5 3 6 Scale of Compute Problem 5 7 6 8 7 9 Accuracy 8 10 9 11 10 12 11 13 12 14 13 15 14 16 Size of dataset 15 1716 https://cloudplatform.googleblog.com/2016/05/Google-supercharges-machine-learning-tasks-with-custom-chip.html 17 18 57