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

Course Description Kurs tarihleri
 

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.

Kimler katılmalı

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

önkoşullar

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

Kurs hedefi

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

Kurs içeriği

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

Süre 1 gün

Tarihler ve Rezervasyon
 
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Türkiye
2019-09-19 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Ljubljana Kurs dili: Ingilizce Enroll
2019-11-21 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Zagreb Kurs dili: Ingilizce Enroll
Slovenya
2019-09-19 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Ljubljana Kurs dili: Ingilizce Enroll
2019-11-21 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Zagreb Kurs dili: Ingilizce Enroll
Polonya
2019-09-19 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Ljubljana Kurs dili: Ingilizce Enroll
2019-11-21 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Zagreb Kurs dili: Ingilizce Enroll
Croatia
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2019-11-21 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Zagreb Kurs dili: Ingilizce Enroll
Macaristan
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Romanya
2019-09-19 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Ljubljana Kurs dili: Ingilizce Enroll
2019-11-21 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Zagreb Kurs dili: Ingilizce Enroll
Slovakia
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2019-11-21 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Zagreb Enroll
Çek Cumhuriyeti
2019-09-19 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Ljubljana Kurs dili: Ingilizce Enroll
2019-11-21 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/Zagreb Kurs dili: Ingilizce Enroll
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2019-05-03 Wien (iTLS) Enroll
2019-07-29 Wien (iTLS) Enroll
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2019-05-13 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Europe/London Enroll
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2019-07-01 Paris Enroll
2019-09-30 Paris Enroll
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Amerika Birleşik Devletleri
2019-04-22 Online training saat dilimi: US/Central Kurs dili: Ingilizce Enroll
2019-06-17 Online training saat dilimi: US/Pacific Kurs dili: Ingilizce Enroll
2019-08-19 Online training saat dilimi: US/Eastern Kurs dili: Ingilizce Enroll
2019-10-21 Online training saat dilimi: US/Central Kurs dili: Ingilizce Enroll
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Hindistan
2019-04-15 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Asia/Calcutta Enroll
2019-05-27 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Asia/Calcutta Enroll
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Singapur
2019-04-24 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Asia/Singapore Enroll
2019-05-13 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Asia/Singapore Enroll
2019-06-24 FLEX training This is an Ingilizce language FLEX course.   saat dilimi: Asia/Singapore Enroll
2019-07-23 Singapur Enroll
Instructor-led Online Training WebEx aracılığıyla VoIP ortamında gerçekleştirilir. Herhangi bir online kurslar hakkında sorularınız varsa, bize bu numaradan +49 (0)40 25334610 ulaşabilir veya e-mail ile info@flane.de iletişime geçebilirsiniz.
This is a FLEX course, which is delivered both virtually and in the classroom.
 

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