Data Engineering on Google Cloud Platform Specialization

Started Apr 16

Data Engineering on Google Cloud Platform Specialization

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About This Specialization

This five-week, accelerated online specialization provides participants a hands-on introduction to designing and building data processing systems on Google Cloud Platform. Through a combination of presentations, demos, and hand-on labs, participants will learn how to design data processing systems, build end-to-end data pipelines, analyze data and carry out machine learning. The course covers structured, unstructured, and streaming data. This course teaches participants 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 experienced developers who are responsible for managing big data transformations including: • 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

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

    Current session: Apr 16
    Commitment
    1 week of study, 6-10 hours/week
    Subtitles
    English, Japanese, Spanish

    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

    Current session: Apr 16
    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

    Current session: Apr 16
    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

    Upcoming session: Apr 23
    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

    Current session: Apr 16
    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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