{"product_id":"google-cloud-platform-for-data-science-von-dr-shitalkumar-r-sukhdeve-sandika-s-sukhdeve-und-shitalkumar-r-sukhdeve","title":"Google Cloud Platform for Data Science","description":"\n                \u003cp\u003eThis book is your practical and comprehensive guide to learning Google Cloud Platform (GCP) for data science, using only the free tier services offered by the platform.\u003c\/p\u003e\n                \u003cp\u003eData science and machine learning are increasingly becoming critical to businesses of all sizes, and the cloud provides a powerful platform for these applications. GCP offers a range of data science services that can be used to store, process, and analyze large datasets, and train and deploy machine learning models.\u003c\/p\u003e\n                \u003cp\u003eThe book is organized into seven chapters covering various topics such as GCP account setup, Google Colaboratory, Big Data and Machine Learning, Data Visualization and Business Intelligence, Data Processing and Transformation, Data Analytics and Storage, and Advanced Topics. Each chapter provides step-by-step instructions and examples illustrating how to use GCP services for data science and big data projects.\u003c\/p\u003e\n                \u003cp\u003eReaders will learn how to set up a Google Colaboratory account and run Jupyternotebooks, access GCP services and data from Colaboratory, use BigQuery for data analytics, and deploy machine learning models using Vertex AI. The book also covers how to visualize data using Looker Data Studio, run data processing pipelines using Google Cloud Dataflow and Dataprep, and store data using Google Cloud Storage and SQL.\u003c\/p\u003e\n                \u003cp\u003e\n                    \u003cbr\u003e\n                \u003c\/p\u003e\n                \u003cp\u003e\n                    \u003cstrong\u003eWhat You Will Learn\u003c\/strong\u003e\n                \u003c\/p\u003e\n                \u003cp\u003e\u003c\/p\u003e\n                \u003cul\u003e\n                    \u003cli\u003eSet up a GCP account and project\u003c\/li\u003e\n                    \u003cli\u003eExplore BigQuery and its use cases, including machine learning\u003c\/li\u003e\n                    \u003cli\u003eUnderstand Google Cloud AI Platform and its capabilities \u003c\/li\u003e\n                    \u003cli\u003eUse Vertex AI for training and deploying machine learning models\u003c\/li\u003e\n                    \u003cli\u003eExplore Google Cloud Dataproc and its use cases for big data processing\u003c\/li\u003e\n                    \u003cli\u003eCreate and share data visualizations and reports with Looker Data Studio\u003c\/li\u003e\n                    \u003cli\u003eExplore Google Cloud Dataflow and its use cases for batch and stream data processing \u003c\/li\u003e\n                    \u003cli\u003eRun data processing pipelines on Cloud Dataflow\u003c\/li\u003e\n                    \u003cli\u003eExplore Google Cloud Storageand its use cases for data storage \u003c\/li\u003e\n                    \u003cli\u003eGet an introduction to Google Cloud SQL and its use cases for relational databases \u003c\/li\u003e\n                    \u003cli\u003eGet an introduction to Google Cloud Pub\/Sub and its use cases for real-time data streaming\u003c\/li\u003e\n                \u003c\/ul\u003e\n                \u003cp\u003e\u003c\/p\u003e\n                \u003cp\u003e\n                    \u003cbr\u003e\n                \u003c\/p\u003e\n                \u003cp\u003e\n                    \u003cstrong\u003eWho This Book Is For\u003c\/strong\u003e\n                \u003c\/p\u003e\n                \u003cp\u003eData scientists, machine learning engineers, and analysts who want to learn how to use Google Cloud Platform (GCP) for their data science and big data projects\u003c\/p\u003e\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781484296875\"\u003e\u003ch3\u003eA Crash Course on Big Data, Machine Learning, and Data Analytics Services\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9781484296875","offer_id":47331567632709,"sku":"9781484296875","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/1f48b52b-8e82-4aa6-973b-b2b2461d8464.jpg?v=1775275944","url":"https:\/\/shop.autorenwelt.de\/products\/google-cloud-platform-for-data-science-von-dr-shitalkumar-r-sukhdeve-sandika-s-sukhdeve-und-shitalkumar-r-sukhdeve","provider":"Autorenwelt Shop","version":"1.0","type":"link"}