> > > GCF-BDM

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
Singapore
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
India
14/11/2019 Bangalore This is an English language FLEX course.   Time zone: Asia/Calcutta US$ 575.- Enroll
18/12/2019 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
25/11/2019 Düsseldorf Enroll
09/12/2019 Frankfurt Enroll
13/01/2020 Munich Enroll
27/01/2020 Berlin Enroll
10/02/2020 Frankfurt Enroll
24/02/2020 Hamburg Enroll
09/03/2020 Düsseldorf Enroll
23/03/2020 Stuttgart Enroll
Austria
20/04/2020 Vienna (iTLS) Enroll
12/10/2020 Vienna (iTLS) Enroll
Belgium
16/12/2019 Brussels Course language: English Enroll
Bulgaria
30/01/2020 Sofia This is an English language FLEX course.   Time zone: Europe/Sofia Course language: English Enroll
Croatia
21/11/2019 Zagreb This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
Italy
11/11/2019 Milan Course language: English Enroll
09/12/2019 Rome Course language: English Enroll
Portugal
04/11/2019 Lisbon Enroll
Slovakia
21/09/2020 Bratislava This is an English language FLEX course.   Time zone: Europe/Bratislava Enroll
Switzerland
09/12/2019 Zurich Enroll
10/02/2020 Zurich Enroll
17/08/2020 Zurich Enroll
Turkey
20/12/2019 Istanbul This is an English language FLEX course.   Time zone: Asia/Istanbul Course language: English Enroll
United Kingdom
03/02/2020 London, City This is an English language FLEX course.   Time zone: Europe/London £ 595.- Enroll
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
North America
United States
16/12/2019 Online Training Time zone: US/Eastern Course language: English Enroll
Latin America
Argentina
09/12/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish Enroll
Brazil
02/12/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
Peru
11/11/2019 Online Training Time zone: America/Lima Course language: Spanish Enroll
Middle East
Israel
19/11/2019 Tel Aviv This is an English language FLEX course.   Time zone: Asia/Jerusalem Enroll
18/03/2020 Tel Aviv This is an English language FLEX course.   Time zone: Asia/Jerusalem 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.