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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 participants:

  • 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
  • Google Platform Fundamentals Overview
  • Google Cloud Platform Data Products and Technology
  • Usage scenarios
  • Lab: Sign up for Google Cloud Platform
Module 2: Compute and Storage Fundamentals
  • CPUs on demand (Compute Engine)
  • A global filesystem (Cloud Storage)
  • CloudShell
  • Lab: Set up a Ingest-Transform-Publish data processing pipeline
Module 3: Data Analytics on the Cloud
  • Stepping-stones to the cloud
  • CloudSQL: your SQL database on the cloud
  • Lab: Importing data into CloudSQL and running queries
  • Spark on Dataproc
  • Lab: Machine Learning Recommendations with SparkML
Module 4: Scaling Data Analysis
  • Fast random access
  • Datalab
  • BigQuery
  • Lab: Build machine learning dataset
  • Machine Learning with TensorFlow
  • Lab: Train and use neural network
  • Fully built models for common needs
  • Lab: Employ ML APIs
Module 5: Data Processing Architectures
  • Message-oriented architectures with Pub/Sub
  • Creating pipelines with Dataflow
  • Reference architecture for real-time and batch data processing
Module 6: Summary
  • Why GCP
  • Where to go from here
  • Additional Resources
Classroom Training
Modality: C

Duration 1 day

Price (excl. tax)
  • Eastern Europe: 490.- €
Dates and Booking
 
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Slovenia
 19/09/2019 Ljubljana This is a FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll:
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21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
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Poland
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04/11/2019 Warsaw Enroll
21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
20/12/2019 FLEX training This is an English language FLEX course.   Time zone: Asia/Istanbul Course language: English Enroll
Turkey
 19/09/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
25/10/2019 FLEX training This is an English language FLEX course.   Time zone: Asia/Istanbul Course language: English Enroll
21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
20/12/2019 FLEX training This is an English language FLEX course.   Time zone: Asia/Istanbul Course language: English Enroll
Croatia
 19/09/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
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21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
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21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
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Hungary
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21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
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Romania
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21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Course language: English Enroll
20/12/2019 FLEX training This is an English language FLEX course.   Time zone: Asia/Istanbul Course language: English Enroll
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 19/09/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Enroll
25/10/2019 FLEX training This is an English language FLEX course.   Time zone: Asia/Istanbul Enroll
21/11/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Zagreb Enroll
20/12/2019 FLEX training This is an English language FLEX course.   Time zone: Asia/Istanbul Enroll

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Europe
Germany
04/10/2019 Hamburg Enroll
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11/11/2019 Berlin Enroll
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10/02/2020 Zurich Enroll
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03/02/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
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This is a FLEX course, which is delivered both virtually and in the classroom.
 

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