End-to-End Machine Learning with TensorFlow on Google Cloud

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  • Welcome to the Course
    • We'll give you an overview of this course and reveal the upcoming Advanced Machine Learning with TensorFlow on GCP specialization.
  • Machine Learning (ML) on Google Cloud Platform (GCP)
    • This module reviews the steps of deploying machine learning in a production environment.
  • Explore the Data
    • This module explores a large dataset using Datalab and BigQuery.
  • Create the dataset
    • This modules shows how to use Pandas in Datalab and sample a dataset for local development.
  • Build the Model
    • This module let's you develop a machine learning model in Tensorflow.
  • Operationalize the model
    • This module explains how to preprocess data at scale for machine learning and lets you train a machine learning model at scale on Cloud AI Platform.
  • Summary
    • This module reviews what you've learned in this course.