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 | Data Science on the Google Cloud Platform. Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning | Valliappa Lakshmanan | ebookpoint |
| ebookpoint.pl | od 169.15PLN | ||
 Data Science on the Google Cloud Platform. Implementing End-to-End Real-Time Data Pipelines: From Ingest to Machine Learning za 169.15 zł Cena: 169.15 zł Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build on top of the Google Cloud Platform (GCP). This hands-on guide shows developers entering the data science field how to implement an end-to-end data pipeline, using statistical and machine learning methods and tools on GCP. Through the course of the book, you...ll work through a sample business decision by employing a variety of data science approaches.Follow along by implementing these statistical and machine learning solutions in your own project on GCP, and discover how this platform provides a transformative and more collaborative way of doing data science.You...ll learn how to:Automate and schedule data ingest, using an App Engine applicationCreate and populate a dashboard in Google Data StudioBuild a real-time analysis pipeline to carry out streaming analyticsConduct interactive data exploration with Google BigQueryCreate a Bayesian model on a Cloud Dataproc clusterBuild a logistic regression machine-learning model with SparkCompute time-aggregate features with a Cloud Dataflow pipelineCreate a high-performing prediction model with TensorFlowUse your deployed model as a microservice you can access from both batch and real-time pipelines | |||
