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

Course Description Schedule Course Outline
 

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
Dates and Booking
Online Training

Duration 1 day

Dates and Booking
 
Click on town name to book Schedule
Asia Pacific
Singapore
23/07/2019 Singapore This is a FLEX course.   Time zone: Asia/Singapore Enroll:
for online training
for classroom training
20/08/2019 Singapore This is a FLEX course.   Time zone: Asia/Singapore Enroll:
for online training
for classroom training
19/09/2019 Singapore This is a FLEX course.   Time zone: Asia/Singapore Enroll:
for online training
for classroom training
15/10/2019 Singapore This is a FLEX course.   Time zone: Asia/Singapore Enroll:
for online training
for classroom training
14/11/2019 Singapore This is a FLEX course.   Time zone: Asia/Singapore Enroll:
for online training
for classroom training
17/12/2019 Singapore This is a FLEX course.   Time zone: Asia/Singapore Enroll:
for online training
for classroom training
Europe
Germany
15/07/2019 Münster Enroll
29/07/2019 Munich Enroll
12/08/2019 Berlin Enroll
26/08/2019 Düsseldorf Enroll
09/09/2019 Frankfurt Enroll
04/10/2019 Hamburg Enroll
14/10/2019 Stuttgart Enroll
31/10/2019 Munich Enroll
Austria
29/07/2019 Vienna (iTLS) Enroll
31/10/2019 Vienna (iTLS) Enroll
Belgium
16/12/2019 Brussels Course language: English Enroll
France
01/07/2019 Paris Enroll
30/09/2019 Paris Enroll
16/12/2019 Paris Enroll
Italy
22/07/2019 Milan Enroll
02/09/2019 Rome Enroll
11/11/2019 Milan Enroll
09/12/2019 Rome Enroll
Netherlands
26/08/2019 Utrecht Course language: English Enroll
23/09/2019 Eindhoven Course language: English Enroll
28/10/2019 Utrecht Course language: English Enroll
Poland
05/08/2019 Warsaw Enroll
04/11/2019 Warsaw Enroll
Slovenia
19/09/2019 Ljubljana This is an English language FLEX course.   Time zone: Europe/Ljubljana 490.- € Course language: English Enroll
Spain
15/07/2019 Madrid Enroll
21/10/2019 Madrid Enroll
Switzerland
09/09/2019 Zurich Enroll
09/12/2019 Zurich Enroll
United Kingdom
02/09/2019 London, City This is an English language FLEX course.   Time zone: Europe/London £ 595.- Enroll
18/11/2019 London, City This is an English language FLEX course.   Time zone: Europe/London £ 595.- Enroll
North America
United States
19/08/2019 Online Training Time zone: US/Eastern Course language: English Enroll
21/10/2019 Online Training Time zone: US/Central Course language: English Enroll
16/12/2019 Online Training Time zone: US/Eastern Course language: English Enroll
Canada
19/08/2019 Online Training Time zone: Canada/Eastern Course language: English Enroll
21/10/2019 Online Training Time zone: Canada/Central Course language: English Enroll
Latin America
Argentina
09/12/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish Enroll
Brazil
23/09/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
02/12/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
Chile
24/09/2019 Online Training Time zone: America/Santiago Course language: Spanish Enroll
Colombia
19/08/2019 Online Training Time zone: America/Bogota Course language: Spanish Enroll
Costa Rica
30/09/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish Enroll
Mexico
08/07/2019 Online Training Time zone: America/Mexico_City Course language: Spanish Enroll
Peru
11/11/2019 Online Training Time zone: America/Lima Course language: Spanish Enroll
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.