- 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.