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data science on the google cloud platform 2nd edition pdf
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Data Science on the Google Cloud Platform, 2nd Edition is a comprehensive guide that focuses on applying advanced statistical and machine learning techniques to real-world problems using Google Cloud Platform (GCP). This hands-on resource is designed for data engineers and data scientists, providing insights into implementing end-to-end data pipelines with cloud-native tools on GCP. The advantages of using data science on GCP include its scalability, flexibility, and the ability to leverage powerful tools and services that facilitate data processing and machine learning, which can significantly enhance productivity and efficiency. However, there are also disadvantages, such as the potential for vague explanations regarding GCP navigation and inconsistent assumptions about the reader's background knowledge, which may pose challenges for beginners. The book consists of approximately 400 pages, making it a substantial resource for those looking to deepen their understanding of data science in the cloud. The ISBN for this edition is 9781491974568, which can be used for reference or purchasing purposes.
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