GCP Big Data

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In this 1-week accelerated on-demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities.

Description:

  • Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform
  • Use CloudSQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud Platform
  • Employ BigQuery and Cloud Datalab to carry out interactive data analysis
  • Choose between Cloud SQL, BigTable and Datastore • Train and use a neural network using TensorFlow
  • Choose between different data processing products on the Google Cloud Platform

Syllabus

  1. Introduction to the Data and Machine Learning on Google Cloud Platform Specialization
  2. Introduction to Google Cloud Platform and its Big Data Products
  3. Foundations of GCP Compute and Storage
  4. Data Analysis on the Cloud
  5. Scaling Data Analysis: Compute with GCP
  6. Data Processing Architectures: Scalable Ingest, Transform and Load
  7. Summary of Google Cloud Platform, Big Data, and ML

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