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Course Overview
Get hands-on experience with designing and building data processing systems on Google Cloud. This course uses lectures, demos, and hand-on labs to show you how to design data processing systems, build end-to-end data pipelines, analyze data, and implement machine learning. This course covers structured, unstructured, and streaming data.
Who Should Attend
Developers responsible for handling their organization's data
Course Objectives
- Design and build data processing systems on Google Cloud Platform.
- Leverage unstructured data using Spark and ML APIs on Cloud Dataproc.
- Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow.
- Derive business insights from extremely large datasets using Google BigQuery.
- Train, evaluate and predict using machine learning models using TensorFlow and Cloud ML.
- Enable instant insights from streaming data
Course Outline