Data Engineering on Google Cloud Platform Specialization

Starts Nov 27

Data Engineering on Google Cloud Platform Specialization

Data Engineering on Google Cloud Platform Specialization

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

About This Specialization

This five-course accelerated specialization is designed for data professionals who are responsible for designing, building, analyzing, and optimizing big data solutions. Through a combination of video lectures, quizzes, and hands-on labs, you'll learn how to carry out serverless data analysis and productionize machine learning models. This specialization is designed to give participants a robust hands-on experience and is primarily lab-focused. Learn how to deliver business value with Big Data and Machine Learning Solutions on Google Cloud Platform. To get up to speed quickly, follow the courses in this specialization. This specialization is unique in that you'll actually get to work within the Google Cloud Platform production environment, develop external applications, and achieve an end-of-specialization certificate. Note for Google Cloud customers and partners: This specialization is the on-demand equivalent to the CPB100 and CPB210 instructor-led training classes. CPB100 is listed as Google Cloud Platform Big Data and Machine Learning Fundamentals and Data Engineering on Google Cloud Platform has been divided into four courses: 1) Leveraging Unstructured Data on Dataproc on Google Cloud Platform, 2) Serverless Data Analysis with Google BigQuery and Cloud Dataflow, 3) Serverless Machine Learning with Tensorflow on Google Cloud Platform, and 4) Building Resilient Streaming Systems on Google Cloud Platform.

Created by:

courses
5 courses

Follow the suggested order or choose your own.

projects
Projects

Designed to help you practice and apply the skills you learn.

certificates
Certificates

Highlight your new skills on your resume or LinkedIn.

Projects Overview

Courses
Intermediate Specialization.
Some related experience required.
  1. COURSE 1

    Google Cloud Platform Big Data and Machine Learning Fundamentals

    Upcoming session: Nov 27
    Commitment
    1 week of study, 6-10 hours/week
    Subtitles
    English

    About the Course

    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 pr
  2. COURSE 2

    Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform

    Upcoming session: Nov 27
    Commitment
    1 week of study, 5-7 hours/week
    Subtitles
    English

    About the Course

    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 c
  3. COURSE 3

    Serverless Data Analysis with Google BigQuery and Cloud Dataflow

    Upcoming session: Nov 27
    Commitment
    1 week of study, 6-8 hours/week
    Subtitles
    English

    About the Course

    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-
  4. COURSE 4

    Serverless Machine Learning with Tensorflow on Google Cloud Platform

    Current session: Nov 20
    Commitment
    1 week of study, 8-12 hours/week
    Subtitles
    English

    About the Course

    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, part
  5. COURSE 5

    Building Resilient Streaming Systems on Google Cloud Platform

    Upcoming session: Nov 27
    Commitment
    1 week of study, 6-8 hours/week
    Subtitles
    English

    About the Course

    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 Goog

Creators

  • 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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