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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.- €

Courseware language: English

Classroom Training

Duration 1 day

Price (excl. tax)
  • Austria: 650.- €
  • Germany: 650.- €
  • Switzerland: CHF 850.-
incl. catering
Catering includes:

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

* Catering information only valid for courses delivered by iTLS.



Courseware language: English

Schedule

This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO). Until 30.06. we offer our courses also as online trainings.
Austria

Currently no local training dates available.  For enquiries please write to info@itls.at.

Germany
23/11/2020 Hamburg This is an German language FLEX course.
Time zone: Central European Time (CET)
07/12/2020 Düsseldorf This is an German language FLEX course.
Time zone: Central European Time (CET)
08/02/2021 Hamburg This is an German language FLEX course.
Time zone: Central European Time (CET)
26/04/2021 Frankfurt This is an German language FLEX course.
Time zone: Central European Summer Time (CEST)
05/07/2021 Hamburg
18/10/2021 Hamburg This is an German language FLEX course.
Time zone: Central European Summer Time (CEST)
Guaranteed date:   iTLS 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.
Instructor-led Online Training:   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). Until 30.06. we offer our courses also as online trainings.
English
Time zone CEST
30/11/2020 Online Training This is an English language FLEX course.
Time zone: Central European Time (CET)
1 hour difference
01/02/2021 Online Training Time zone: Greenwich Mean Time (GMT)
04/02/2021 Online Training This is an English language FLEX course.
Time zone: Eastern European Time (EET)
12/04/2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
13/05/2021 Online Training This is an English language FLEX course.
Time zone: Eastern European Summer Time (EEST)
07/06/2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
02/08/2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
04/10/2021 Online Training This is an English language FLEX course.
Time zone: British Summer Time (BST)
07/10/2021 Online Training This is an English language FLEX course.
Time zone: UTC+3
2 hours difference
29/08/2021 Online Training This is an English language FLEX course.
Time zone: UTC+4
3 hours difference
14/03/2021 Online Training This is an English language FLEX course.
Time zone: UTC+4
12/04/2021 Online Training This is an English language FLEX course.
Time zone: IST
14/06/2021 Online Training This is an English language FLEX course.
Time zone: IST
09/08/2021 Online Training This is an English language FLEX course.
Time zone: IST
11/10/2021 Online Training This is an English language FLEX course.
Time zone: IST
4 hours difference
06/11/2020 Online Training Time zone: IST Free offering guaranteed date!
04/12/2020 Online Training Time zone: IST Free offering
15/02/2021 Online Training This is an English language FLEX course.
Time zone: IST
7 hours difference
13/11/2020 Online Training Time zone: UTC+8 Free offering guaranteed date!
11/12/2020 Online Training Time zone: UTC+8 Free offering