Data Engineering on Google Cloud Platform 專項課程

於 Nov 17 開始

Data Engineering on Google Cloud Platform 專項課程

Data Engineering on Google Cloud Platform。 Launch your career in Data Engineering. Deliver business value with big data and machine learning.

本專項課程介紹

>>> By enrolling in this specialization you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<< ***COMPLETION CHALLENGE; receive a GCP t-shirt, see more below.*** This five-week specialization provides participants a hands-on introduction to designing and building data processing systems on Google Cloud Platform. Participants will learn how to design data processing systems, build end-to-end data pipelines, analyze data and carry out machine learning. This course teaches the following skills: • Design and build data processing systems on Google Cloud Platform • Leverage unstructured data using Spark and ML APIs on Cloud Dataproc • Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow • Derive business insights from extremely large datasets using Google BigQuery • Train, evaluate and predict using machine learning models using Tensorflow and Cloud ML • Enable instant insights from streaming data This class is intended for developers who are responsible for: • Extracting, Loading, Transforming, cleaning, and validating data • Designing pipelines and architectures for data processing • Creating and maintaining machine learning and statistical models • Querying datasets, visualizing query results and creating reports COMPLETION CHALLENGE-Complete any GCP specialization from Oct 23 - Nov 30, 2018 to participate. Check Discussion Forums for full details.

製作方:

courses
5 courses

按照建議的順序或選擇您自己的順序。

projects
項目

旨在幫助您實踐和應用所學到的技能。

certificates
證書

在您的簡歷和領英中展示您的新技能。

項目概覽

課程
Intermediate Specialization.
Some related experience required.
  1. 第 1 門課程

    Google Cloud Platform Big Data and Machine Learning Fundamentals

    課程學習時間
    1 week of study, 6-10 hours/week
    字幕
    英語(English), 西班牙語(Spanish)

    課程概述

    This 1-week accelerated on-demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data proce
  2. 第 2 門課程

    Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform

    課程學習時間
    1 week of study, 5-7 hours/week
    字幕
    英語(English)

    課程概述

    This 1-week, accelerated course builds upon previous courses in the Data Engineering on Google Cloud Platform specialization. Through a combination of video lectures, demonstrations, and hands-on labs, you'll learn how to create and manage comp
  3. 第 3 門課程

    Serverless Data Analysis with Google BigQuery and Cloud Dataflow

    課程學習時間
    1 week of study, 6-8 hours/week
    字幕
    英語(English)

    課程概述

    This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals. Through a combination of instructor-led presentations, demonstrations, and hands-on labs, students learn how to carry out no-ops
  4. 第 4 門課程

    Serverless Machine Learning with Tensorflow on Google Cloud Platform

    課程學習時間
    1 week of study, 8-12 hours/week
    字幕
    英語(English)

    課程概述

    This one-week accelerated on-demand course provides participants a a hands-on introduction to designing and building machine learning models on Google Cloud Platform. Through a combination of presentations, demos, and hand-on labs, partici
  5. 第 5 門課程

    Building Resilient Streaming Systems on Google Cloud Platform

    課程學習時間
    1 week of study, 6-8 hours/week
    字幕
    英語(English)

    課程概述

    This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals. Through a combination of video lectures, demonstrations, and hands-on labs, you'll learn how to build streaming data pipelines using Google

製作方

  • Google Cloud

    The Google Cloud Training team is responsible for developing, delivering and evaluating training that enables our enterprise customers and partners to use our products and solution offerings in an effective and impactful way.

    We help millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.

  • Google Cloud Training

    Google Cloud Training

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