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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
14/10/2019 Stuttgart
31/10/2019 Munich
11/11/2019 Berlin
25/11/2019 Düsseldorf
09/12/2019 Frankfurt
13/01/2020 Munich
27/01/2020 Berlin
10/02/2020 Frankfurt
FLEX Training

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

25/10/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Istanbul
18/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
19/11/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Jerusalem
21/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Zagreb
20/12/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Istanbul
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
Switzerland
09/12/2019 Zurich
10/02/2020 Zurich
17/08/2020 Zurich
Austria
31/10/2019 Vienna (iTLS)
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
Croatia
21/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Zagreb
France
30/09/2019 Paris
16/12/2019 Paris
Italy
11/11/2019 Milan Course language: English
09/12/2019 Rome Course language: English
Netherlands
28/10/2019 Utrecht Course language: English
Portugal
04/11/2019 Lisbon
Spain
21/10/2019 Madrid
Turkey
25/10/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Istanbul
20/12/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Istanbul
United Kingdom
18/11/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
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
21/10/2019 Online Training Time zone: US/Central Course language: English
16/12/2019 Online Training Time zone: US/Eastern Course language: English
Canada
21/10/2019 Online Training Time zone: Canada/Central Course language: English
Latin America
Argentina
09/12/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish
Brazil
02/12/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
Peru
11/11/2019 Online Training Time zone: America/Lima Course language: Spanish
Asia Pacific
Singapore
15/10/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Singapore
14/11/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Singapore
17/12/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Singapore
Middle East
Israel
19/11/2019 FLEX training This is an English language FLEX course.
Time zone: Asia/Jerusalem