Data Science on Google Cloud: Machine Learning
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Bayes Classifier on Cloud Dataproc
In this lab you will learn how to implement logistic regression using a machine learning library for Apache Spark running on a Google Cloud Dataproc cluster to develop a model for data from a multivariable dataset.
Machine Learning with BigQuery ML
In this lab you will learn how to use Google Cloud Machine Learning and Tensorflow to develop and evaluate prediction models using machine learning.
In this lab, you will need to automate the model building, training, and deployment to the model endpoint by creating a Vertex training pipeline.
Implement a real-time, streaming machine learning pipeline that uses Cloud Dataflow and Vertex AI.