Google Collection: Google Cloud Platform Big Data and Machine Learning Fundamentals

About this Course 

This 2-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 into the data processing capabilities.

What You’ll Learn

  • Processing big data at scale for analytics and machine learning
  • Creating streaming data pipelines and dashboards
  • Fundamentals for building new machine learning models

Skills You’ll Gain

  • Tensorflow
  • BigQuery
  • Google Cloud Platform
  • Cloud Computing

Syllabus 

Week 1: 

  • Introduction to the Data and Machine Learning on Google Cloud Platform Specialization 
  • Recommending Products using Cloud SQL and Spark
  • Predict Visitor Purchases with BigQuery ML

Week 2:

  • Create Streaming Data Pipelines with Cloud Pub/sub and Cloud Dataflow
  • Classify Images with Pre-Built Models using Vision API and Cloud AutoML

Approximate Completion Time: 13 hours to complete (Suggested: 2 weeks of study; 6-10 hours per week).  Enroll now for free on Coursera.  

More to Explore

Drop-In Hours: Wed & Fri, 1-5p Newcomb 170

Counselors: Cathryn DavisKyle Hodges; ...

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