Deeper through GCP Analytics & Scaling

Google Cloud 2018    |    Intermediate
  • 10 videos | 38m 37s
  • Includes Assessment
  • Earns a Badge
Likes 53 Likes 53
The big data industry is getting bigger, and GCP has several management tools designed for common use cases. Explore common concepts and use cases, including analytics tools and operations.

WHAT YOU WILL LEARN

  • recognize the process for importing data into Cloud SQL
    work with Apache Hadoop and GCP to manage Hadoop clusters
    work with the cloud service to run Apache Spark clusters
    use SparkML for machine learning
    recognize best practices in big data analysis
  • recall concepts related to the use of GCP Cloud Data Lab
    describe BigQuery and its benefits in GCP
    identify datasets with machine learning in GCP
    recognize machine learning concepts with TensorFlow operations
    use various machine learning operations to enhance data analysis in common use cases

IN THIS COURSE

  • Playable
    1.  Importing Data with Cloud SQL
    4m 57s
    Upon completion of this video, you will be able to recognize the process for importing data into Cloud SQL. FREE ACCESS
  • Playable
    2.  Hadoop in GCP
    3m 6s
    Learn how to work with Apache Hadoop and Google Cloud Platform to manage Hadoop clusters. FREE ACCESS
  • Locked
    3.  Spark on Dataproc
    2m 14s
    Find out how to work with the cloud service to run Apache Spark clusters. FREE ACCESS
  • Locked
    4.  SparkML
    2m 43s
    Find out how to use SparkML for machine learning. FREE ACCESS
  • Locked
    5.  Fast Random Access with GCP
    4m 44s
    Upon completion of this video, you will be able to recognize best practices for big data analysis. FREE ACCESS
  • Locked
    6.  GCP Cloud Data Lab
    3m 33s
    After completing this video, you will be able to recall concepts related to the use of Google Cloud Platform's Cloud Data Lab. FREE ACCESS
  • Locked
    7.  BigQuery Introduction
    3m 56s
    After completing this video, you will be able to describe BigQuery and its benefits in Google Cloud Platform. FREE ACCESS
  • Locked
    8.  Machine Learning and Building Datasets
    3m 6s
    Learn how to identify datasets using machine learning in GCP. FREE ACCESS
  • Locked
    9.  TensorFlow Framework and Machine Learning
    4m 25s
    After completing this video, you will be able to recognize machine learning concepts using TensorFlow operations. FREE ACCESS
  • Locked
    10.  Exercise: Combining Analysis with Machine Learning
    5m 53s
    In this video, you will learn how to use various machine learning operations to improve data analysis in common use cases. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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