1­-855­-778­-7246

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.

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

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.

Outline: Google Cloud Fundamentals: Big Data and Machine Learning (GCF-BDM)

Module 1: Introducing Google Cloud Platform
  • Google Platform Fundamentals Overview.
  • Google Cloud Platform Big Data Products.
Module 2: Compute and Storage Fundamentals
  • CPUs on demand (Compute Engine).
  • A global filesystem (Cloud Storage).
  • Cloud Shell.
  • Lab: Set up an Ingest-Transform-Publish data processing pipeline.
Module 3: Data Analytics on the Cloud
  • Stepping-stones to the cloud.
  • Cloud SQL: your SQL database on the cloud.
  • Lab: Importing data into CloudSQL and running queries.
  • Spark on Dataproc.
  • Lab: Machine Learning Recommendations with Spark on Dataproc.
Module 4: Scaling Data Analysis
  • Fast random access.
  • Datalab.
  • BigQuery.
  • Lab: Build machine learning dataset.
Module 5: Machine Learning
  • Machine Learning with TensorFlow.
  • Lab: Carry out ML with TensorFlow
  • Pre-built models for common needs.
  • Lab: Employ ML APIs.
Module 6: Data Processing Architectures
  • Message-oriented architectures with Pub/Sub.
  • Creating pipelines with Dataflow.
  • Reference architecture for real-time and batch data processing.
Module 7: Summary
  • Why GCP?
  • Where to go from here
  • Additional Resources
Classroom Training

Duration 1 day

Price
  • United States: US$ 595
Online Training

Duration 1 day

Price
  • United States: US$ 595
 
Click City Name To Book Schedule
This is an Instructor-Led Classroom course
This is an Instructor-Led Online (ILO) course. These sessions are conducted via WebEx in a VoIP environment and require an Internet Connection and headset with microphone connected to your computer or laptop.
This is a FLEX course, which is delivered simultaneously in two modalities. Choose to attend the Instructor-Led Online (ILO) virtual session or Instructor-Led Classroom (ILT) session.
United States
Oct 21, 2019 Online Training 09:00 US/Central Enroll
Dec 16, 2019 Online Training 09:00 US/Eastern Enroll
Canada
Oct 21, 2019 Online Training 09:00 Canada/Central 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
Oct 4, 2019 Hamburg Enroll
Oct 14, 2019 Stuttgart Enroll
Oct 31, 2019 Munich Enroll
Nov 11, 2019 Berlin Enroll
Nov 25, 2019 Düsseldorf Enroll
Dec 9, 2019 Frankfurt Enroll
Jan 13, 2020 Munich Enroll
Jan 27, 2020 Berlin Enroll
Feb 10, 2020 Frankfurt Enroll
Feb 24, 2020 Hamburg Enroll
Austria
Oct 31, 2019 Vienna (iTLS) Enroll
Apr 20, 2020 Vienna (iTLS) Enroll
Oct 12, 2020 Vienna (iTLS) Enroll
Belgium
Dec 16, 2019 Brussels Course language: English Enroll
Croatia
Nov 21, 2019 This is a FLEX event Zagreb Course language: English Enroll
Online Training Time zone: Europe/Zagreb Enroll
France
Sep 30, 2019 Paris Enroll
Dec 16, 2019 Paris Enroll
Italy
Nov 11, 2019 Milan Course language: English Enroll
Dec 9, 2019 Rome Course language: English Enroll
Netherlands
Sep 23, 2019 Eindhoven Course language: English Enroll
Oct 28, 2019 Utrecht Course language: English Enroll
Poland
Nov 4, 2019 Warsaw Enroll
Portugal
Nov 4, 2019 Lisbon Enroll
Slovenia
Sep 19, 2019 This is a FLEX event Ljubljana Course language: English Enroll
Online Training Time zone: Europe/Ljubljana Enroll
Spain
Oct 21, 2019 Madrid Enroll
Switzerland
Sep 9, 2019 Zurich Enroll
Dec 9, 2019 Zurich Enroll
Feb 10, 2020 Zurich Enroll
Aug 17, 2020 Zurich Enroll
Turkey
Oct 25, 2019 This is a FLEX event Istanbul Course language: English Enroll
Online Training Time zone: Asia/Istanbul Enroll
Dec 20, 2019 This is a FLEX event Istanbul Course language: English Enroll
Online Training Time zone: Asia/Istanbul Enroll
United Kingdom
Nov 18, 2019 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Feb 3, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
May 11, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Aug 3, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Nov 2, 2020 This is a FLEX event London, City Enroll
Online Training Time zone: Europe/London Enroll
Latin America
Argentina
Dec 9, 2019 Online Training Time zone: America/Buenos_Aires Enroll
Brazil
Sep 23, 2019 Online Training Time zone: America/Sao_Paulo Enroll
Dec 2, 2019 Online Training Time zone: America/Sao_Paulo Enroll
Chile
Sep 24, 2019 Online Training Time zone: America/Santiago Enroll
Costa Rica
Sep 30, 2019 Online Training Time zone: America/Costa_Rica Enroll
Peru
Nov 11, 2019 Online Training Time zone: America/Lima Course language: Spanish Enroll
Asia Pacific
India
Sep 19, 2019 This is a FLEX event Bangalore Enroll
Online Training Time zone: Asia/Calcutta Enroll
Singapore
Sep 19, 2019 This is a FLEX event Singapore Enroll
Online Training Time zone: Asia/Singapore Enroll
Oct 15, 2019 This is a FLEX event Singapore Enroll
Online Training Time zone: Asia/Singapore Enroll
Nov 14, 2019 This is a FLEX event Singapore Enroll
Online Training Time zone: Asia/Singapore Enroll
Dec 17, 2019 This is a FLEX event Singapore Enroll
Online Training Time zone: Asia/Singapore Enroll
Middle East
Israel
Sep 17, 2019 This is a FLEX event Tel Aviv Enroll
Online Training Time zone: Asia/Jerusalem Enroll
Nov 19, 2019 This is a FLEX event Tel Aviv Enroll
Online Training Time zone: Asia/Jerusalem Enroll