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Google Cloud Fundamentals: Big Data and Machine Learning (GCF-BDM)

 

Course Overview

This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud Platform. Through a combination of presentations, demos, and hands-on labs, participants get an overview of the Google Cloud platform 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 Platform.

Who should attend

This class is intended for the following:

  • Data analysts, Data scientists, Business analysts getting started with Google Cloud Platform.
  • 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 Platform for use by data scientists.

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.

Course Objectives

This course teaches participants the following skills:

  • Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform.
  • Use Cloud SQL 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.
  • Train and use a neural network using TensorFlow.
  • Employ ML APIs.
  • Choose between different data processing products on the Google Cloud Platform.

Course Content

  • Module 1: Introducing Google Cloud Platform
  • Module 2: Compute and Storage Fundamentals
  • Module 3: Data Analytics on the Cloud
  • Module 4: Scaling Data Analysis
  • Module 5: Machine Learning
  • Module 6: Data Processing Architectures
  • Module 7: Summary
Classroom Training

Duration 1 day

Price
  • Singapore: 850.- SGD
  • India: US$ 575.-
Online Training

Duration 1 day

 
Click on town name to book Schedule
Asia Pacific
India
17/02/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
23/03/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
20/04/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
25/05/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
22/06/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
20/07/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
04/08/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
07/09/2020 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll

Fast Lane Flex™ Classroom If you can't find a suitable date, don't forget to check our world-wide FLEX™ training schedule.

Europe
Germany
09/03/2020 Düsseldorf Enroll
23/03/2020 Stuttgart Enroll
20/04/2020 Munich Enroll
11/05/2020 Berlin Enroll
25/05/2020 Frankfurt Enroll
08/06/2020 Hamburg Enroll
22/06/2020 Düsseldorf Enroll
06/07/2020 Münster Enroll
Austria
20/04/2020 Vienna (iTLS) Enroll
12/10/2020 Vienna (iTLS) Enroll
Belgium
11/05/2020 Brussels This is an English language FLEX course.   Time zone: Europe/Brussels 695.- € Course language: English Enroll
Hungary
06/11/2020 Budapest This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
Netherlands
11/05/2020 Utrecht Course language: English Enroll
03/08/2020 Utrecht This is an English language FLEX course.   Time zone: Europe/Amsterdam 695.- € Course language: English Enroll
02/11/2020 Utrecht This is an English language FLEX course.   Time zone: Europe/Amsterdam 695.- € Course language: English Enroll
Slovakia
21/09/2020 Bratislava This is an English language FLEX course.   Time zone: Europe/Bratislava Enroll
Switzerland
17/08/2020 Zurich Enroll
United Kingdom
11/05/2020 London, City This is an English language FLEX course.   Time zone: Europe/London £ 595.- Enroll
03/08/2020 London, City This is an English language FLEX course.   Time zone: Europe/London £ 595.- Enroll
02/11/2020 London, City This is an English language FLEX course.   Time zone: Europe/London £ 595.- Enroll
Middle East
Israel
18/03/2020 Tel Aviv This is an English language FLEX course.   Time zone: Asia/Jerusalem Enroll
This is a FLEX course, which is delivered both virtually and in the classroom.