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

Descripcion de Curso Calendario
 

Resumen del Curso

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.

Quién debería asistir

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

Prerrequisitos

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

Objetivos del curso

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

Contenido del curso

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

Duración 1 día

Precio (sin incluir impuestos)
  • Panama: US$ 599,-
  • Argentina: US$ 599,-
  • Brasil: US$ 599,-
  • Chile: US$ 599,-
  • Colombia: US$ 599,-
  • Costa Rica: US$ 599,-
  • México: US$ 599,-
  • Perú: US$ 599,-
Fechas y Registro
Entrenamiento en línea
Modality: L
Precio (sin incluir impuestos)
  • Panama: US$ 599,-
  • Argentina: US$ 599,-
  • Brasil: US$ 599,-
  • Chile: US$ 599,-
  • Colombia: US$ 599,-
  • Costa Rica: US$ 599,-
  • México: US$ 599,-
  • Perú: US$ 599,-
Fechas y Registro
 
Presionar el boton sobre el nombre de la ciudad para reservar Calendario
Este es un curso en línea Guiado por un Instructor
Este es un curso FLEX, que es entregado tanto virtualmente como en el salón de clase.
América Latina
Argentina
Apr 8, 2019 Entrenamiento en línea Zona Horaria: America/Buenos_Aires Lenguaje del curso: Español
Brasil
Mar 18, 2019 Entrenamiento en línea Zona Horaria: America/Sao_Paulo Lenguaje del curso: Portugués
May 6, 2019 Entrenamiento en línea Zona Horaria: America/Sao_Paulo Lenguaje del curso: Portugués
Chile
Jan 21, 2019 Entrenamiento en línea Zona Horaria: America/Santiago Lenguaje del curso: Español
Colombia
Mar 11, 2019 Entrenamiento en línea Zona Horaria: America/Bogota Lenguaje del curso: Español
Costa Rica
May 13, 2019 Entrenamiento en línea Zona Horaria: America/Costa_Rica Lenguaje del curso: Español
México
Feb 11, 2019 Entrenamiento en línea Zona Horaria: America/Mexico_City Lenguaje del curso: Español
Perú
Jun 3, 2019 Entrenamiento en línea Zona Horaria: America/Lima Lenguaje del curso: Español
Europa
Alemania
Jan 7, 2019 Hamburgo
Jan 21, 2019 Muenster
Feb 4, 2019 Munich
Feb 18, 2019 Berlín
Mar 4, 2019 Düsseldorf
Mar 18, 2019 Frankfurt
Apr 1, 2019 Hamburgo
Apr 18, 2019 Stuttgart
Austria
Feb 4, 2019 Wien (iTLS)
May 3, 2019 Wien (iTLS)
Bulgaria
Apr 11, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Sofia
España
Jan 21, 2019 Madrid
May 6, 2019 Madrid
Hungría
Mar 7, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Budapest
Italia
Jan 21, 2019 Milano
Feb 18, 2019 Roma
Apr 8, 2019 Milano
May 20, 2019 Roma
Países bajos
Feb 18, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Amsterdam
May 13, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Amsterdam
Portugal
Jan 28, 2019 Lisboa
May 13, 2019 Lisboa
Reino Unido
Feb 18, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/London
May 13, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/London
Romania
Jan 24, 2019 FLEX training Curso FLEX. Lenguaje: Inglés
Zona Horaria: Europe/Bucharest
Suiza
Mar 18, 2019 Zurich
Jun 14, 2019 Zurich