Google Cloud Big Data and Machine Learning Fundamentals

Price
$675.00
Duration
 1 Day
Delivery Methods
 VILT    Private Group

This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud. Through a combination of presentations, demos, and hands-on labs, participants get an overview of the Google Cloud and a detailed view of the data processing and machine learning capabilities. This course showcases the ease, flexibility, and power of big data solutions on Google Cloud.

 

Upcoming Class Dates and Times

Jun 14, 2021
9:00AM - 6:00PM Central
1 Day
Virtual Instructor Led

Who Should Attend

  • Data analysts, Data scientists, Business analysts getting started with Google Cloud.
  • Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualizing query results and creating reports.
  • Executives and IT decision makers evaluating Google Cloud for use by data scientists.

Course Objectives

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

Agenda

Prerequisites

To get the most of out of this course, participants should have:

  • Basic proficiency with common query language such as SQL.
  • Experience with data modeling, extract, transform, load activities.
  • Developing applications using a common programming language such Python.
  • Familiarity with machine learning and/or statistics.
 

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