Data Engineering, Big Data, and Machine Learning on GCP

Description

In this course, you will learn

 • 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 This class is intended for developers who are responsible for

: • Extracting, Loading, Transforming, cleaning, and validating data

• Designing pipelines and architectures for data processing

• Creating and maintaining machine learning and statistical models

• Querying datasets, visualizing query results and creating reports

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