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. VAT)
  • 650.- €

Courseware language: English

Classroom Training

Duration 1 day

Price (excl. VAT)
  • Sweden: 650.- €

Courseware language: English

Schedule

Guaranteed date:   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.
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. Please note, local pricing is applicable.
English
Time zone CET
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
06/12/2021 Online Training This is an English language FLEX course.
Time zone: Greenwich Mean Time (GMT)
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
06/12/2021 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
This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.
Sweden

Currently there are no local training dates scheduled.  For enquiries please write to info@flane.se.

FLEX & Online Training

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

06/12/2021 London, City This is an English language FLEX course.
Time zone: Greenwich Mean Time (GMT)