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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 (excl. tax)
  • Germany: 650.- €
  • Switzerland: CHF 740.-
incl. catering
Catering includes:

  • Coffee, Tea, Juice, Water, Soft drinks
  • Pastry and Sweets
  • Fresh fruits
  • Lunch in a nearby restaurant

* Catering information only valid for courses delivered by Fast Lane.


Digital courseware

Courseware language: English

 
Click on town name to book Schedule
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
Germany
13/01/2020 Munich
27/01/2020 Berlin
10/02/2020 Frankfurt
24/02/2020 Hamburg
09/03/2020 Düsseldorf
23/03/2020 Stuttgart
20/04/2020 Munich
11/05/2020 Berlin
FLEX Training

Please see below our alternative, English language, FLEX course options.

20/12/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Istanbul
30/01/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
03/02/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
18/03/2020 FLEX training This is an English language FLEX course.
Time zone: Asia/Jerusalem
11/05/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
03/08/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
21/09/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bratislava
02/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
06/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
Switzerland
09/12/2019 Zurich
10/02/2020 Zurich
17/08/2020 Zurich
Austria
20/04/2020 Vienna (iTLS)
12/10/2020 Vienna (iTLS)

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

Europe
Belgium
16/12/2019 Brussels Course language: English
Bulgaria
30/01/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
Hungary
06/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
Italy
09/12/2019 Rome Course language: English
Netherlands
03/02/2020 Eindhoven Course language: English
11/05/2020 Utrecht Course language: English
Slovakia
21/09/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bratislava
Turkey
20/12/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Istanbul
United Kingdom
03/02/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
11/05/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
03/08/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
02/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/London
North America
United States
16/12/2019 Online Training Time zone: US/Eastern Course language: English
Latin America
Argentina
09/12/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish
Asia Pacific
India
18/12/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Calcutta
Singapore
17/12/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Singapore
Middle East
Israel
18/03/2020 FLEX training This is an English language FLEX course.
Time zone: Asia/Jerusalem
 
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