先 How Google does Machine Learning 後 Launching into Machine Laerning
1 min Diane Greene,CEO,Google Cloud & Lak
enable Python programmers to do machine learning and data scientists to build prroduction-ready machine learning models
help reduce organizational silos. because of the combination of global serverless infrastructure like BigQuery and open source software like TensorFlow
目的: give us a practical real-world introduction to machine learning
產品行銷 : BigQuery
5min Specialization Agenda
what Google means when we(Google) say we(Google) are AI first ?
big picture is very important
how to train,deploy,and predict with ML models in a way that they're
production ready --> delve back into Machine Learning theory -->
powerful recommendation system
由 Google engineers teach how approach new and existing products,how Google design products
ml products 的成長曲線 ?
2012 : 0 model
2016 : 4000 models
how our engineers infuse ml into products
推薦平台 : Google Cloud Platform
pros : scalability,reliability
right handside : cost lots of time
left handsise : ml serving
how to build batch and streaming data pipelines ?