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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
Online Training

Duration 1 day

Price (excl. tax)
  • 650.- €
Digital courseware

Courseware language: English

Classroom Training

Duration 1 day

Price (excl. tax)
  • Germany: 650.- €
  • Switzerland: CHF 850.-
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

Schedule

Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
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. All FLEX courses are also Instructor-led Online Trainings (ILO).
English
Time zone CEST
21/09/2020 Online Training Time zone: CEST
02/11/2020 Online Training This is an English language FLEX course.
Time zone: CET
06/11/2020 Online Training Time zone: CET
30/11/2020 Online Training This is an English language FLEX course.
Time zone: CET
1 hour difference
02/11/2020 Online Training Time zone: GMT
01/02/2021 Online Training This is an English language FLEX course.
Time zone: GMT
12/04/2021 Online Training This is an English language FLEX course.
Time zone: BST
07/06/2021 Online Training This is an English language FLEX course.
Time zone: BST
02/08/2021 Online Training This is an English language FLEX course.
Time zone: BST
04/10/2021 Online Training This is an English language FLEX course.
Time zone: BST
06/12/2021 Online Training This is an English language FLEX course.
Time zone: GMT
3 hours difference
07/09/2020 Online Training Time zone: IST
19/10/2020 Online Training Time zone: IST
19/10/2020 Online Training Time zone: IST
4 hours difference
23/11/2020 Online Training Time zone: IST
28/12/2020 Online Training Time zone: IST
6 hours difference
12/10/2020 Online Training Time zone: UTC+8
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).
Germany
14/09/2020 Düsseldorf
28/09/2020 Stuttgart
12/10/2020 Munich
26/10/2020 Berlin
09/11/2020 Frankfurt
23/11/2020 Hamburg
07/12/2020 Düsseldorf
08/02/2021 Hamburg
FLEX & Online Training

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

01/02/2021 London, City This is an English language FLEX course.
Time zone: GMT
06/12/2021 London, City This is an English language FLEX course.
Time zone: GMT
Austria
12/10/2020 Vienna (iTLS)