https://cloud.google.com/training/courses/data-engineering
This course provides participants a hands on introduction to designing and building data processing systems on Google Cloud Platform. Through a combination of presentations, demos and hands-on Labs, participants will learn how to design data processing systems, build end-to-end data pipelines, analyse data and carry out machine learning. The course covers structured, un-structured and streaming data.
This course teaches participants the following skills;
- Design and build data processing systems on Google Cloud Platform
- 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
- Leverage unstructured data using Spark and ML API’s on Cloud Dataproc
- Enable instant insights from streaming data