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

Course Description Schedule
 

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.

Profil słuchaczy

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

Wymagania

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

Cel szkolenia

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

Program szkolenia

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

Trwa 1 Dzień

Cena (excl. tax)
  • Polska: 2.100,- PLN
Rejestracja
 
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Niemcy
2019-04-18 Stuttgart Enroll
2019-05-03 Monachium Enroll
2019-05-13 Berlin Enroll
2019-05-31 Düsseldorf Enroll
2019-06-14 Frankfurt Enroll
2019-07-01 Hamburg Enroll
2019-07-15 Münster Enroll
2019-07-29 Monachium Enroll
Austria
2019-05-03 Wien (iTLS) Enroll
2019-07-29 Wien (iTLS) Enroll
2019-10-31 Wien (iTLS) Enroll
Croatia
2019-11-21 FLEX training This is an Angielski language FLEX course.   Time zone: Europe/Zagreb Język szkolenia: Angielski Enroll
Francja
2019-07-01 Paris Enroll
2019-09-30 Paris Enroll
2019-12-16 Paris Enroll
Hiszpania
2019-05-06 Madrid Enroll
2019-07-15 Madrid Enroll
2019-10-21 Madrid Enroll
Holandia
2019-05-13 FLEX training This is an Angielski language FLEX course.   Time zone: Europe/Amsterdam Język szkolenia: Angielski Enroll
Portugalia
2019-05-13 Lisbon Enroll
2019-07-22 Lisbon Enroll
2019-11-04 Lisbon Enroll
Szwajcaria
2019-06-14 Zurych Enroll
2019-09-09 Zurych Enroll
2019-12-09 Zurych Enroll
Słowenia
2019-09-19 FLEX training This is an Angielski language FLEX course.   Time zone: Europe/Ljubljana Język szkolenia: Angielski Enroll
Wielka Brytania
2019-05-13 FLEX training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
2019-09-02 FLEX training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
2019-11-18 FLEX training This is an Angielski language FLEX course.   Time zone: Europe/London Enroll
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2019-04-08 milano Enroll
2019-05-20 Roma Enroll
2019-07-22 milano Enroll
2019-09-02 Roma Enroll
2019-11-11 milano Enroll
2019-12-09 Roma Enroll
North America
Stany Zjednoczone
2019-04-22 Online training Time zone: US/Central Język szkolenia: Angielski Enroll
2019-06-17 Online training Time zone: US/Pacific Język szkolenia: Angielski Enroll
2019-08-19 Online training Time zone: US/Eastern Język szkolenia: Angielski Enroll
2019-10-21 Online training Time zone: US/Central Język szkolenia: Angielski Enroll
2019-12-16 Online training Time zone: US/Eastern Język szkolenia: Angielski Enroll
Kanada
2019-04-22 Online training Time zone: Canada/Central Język szkolenia: Angielski Enroll
2019-08-19 Online training Time zone: Canada/Eastern Język szkolenia: Angielski Enroll
2019-10-21 Online training Time zone: Canada/Central Język szkolenia: Angielski Enroll
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Argentyna
2019-12-09 Online training Time zone: America/Buenos_Aires Język szkolenia: Hiszpania Enroll
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2019-05-06 Online training Time zone: America/Sao_Paulo Język szkolenia: Portugalski Enroll
2019-09-23 Online training Time zone: America/Sao_Paulo Język szkolenia: Portugalski Enroll
2019-12-02 Online training Time zone: America/Sao_Paulo Język szkolenia: Portugalski Enroll
Chile
2019-09-24 Online training Time zone: America/Santiago Język szkolenia: Hiszpania Enroll
Kolumbia
2019-08-19 Online training Time zone: America/Bogota Język szkolenia: Hiszpania Enroll
Kostaryka
2019-05-13 Online training Time zone: America/Costa_Rica Język szkolenia: Hiszpania Enroll
2019-09-30 Online training Time zone: America/Costa_Rica Język szkolenia: Hiszpania Enroll
Meksyko
2019-07-08 Online training Time zone: America/Mexico_City Język szkolenia: Hiszpania Enroll
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2019-06-03 Online training Time zone: America/Lima Język szkolenia: Hiszpania Enroll
2019-11-11 Online training Time zone: America/Lima Język szkolenia: Hiszpania Enroll
Asia Pacific
India
2019-04-15 FLEX training This is an Angielski language FLEX course.   Time zone: Asia/Calcutta Enroll
2019-05-27 FLEX training This is an Angielski language FLEX course.   Time zone: Asia/Calcutta Enroll
2019-06-17 FLEX training This is an Angielski language FLEX course.   Time zone: Asia/Calcutta Enroll
Singapur
2019-04-24 FLEX training This is an Angielski language FLEX course.   Time zone: Asia/Singapore Enroll
2019-05-13 FLEX training This is an Angielski language FLEX course.   Time zone: Asia/Singapore Enroll
2019-06-24 FLEX training This is an Angielski language FLEX course.   Time zone: Asia/Singapore Enroll
2019-07-23 Singapur Enroll
This is an Instructor-Led Online course
This is a FLEX course, which is delivered both virtually and in the classroom.
 

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