{"product_id":"time-series-databases-new-ways-to-store-and-access-data-9781491914724","title":"Time Series Databases: New Ways to Store and Access Data","description":"\u003cp\u003e • Author(s): Ted Dunning | Ellen Friedman\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eTime series data is of growing importance, especially with the rapid expansion of the Internet of Things. This concise guide shows you effective ways to collect, persist, and access large-scale time series data for analysis. You'll explore the theory behind time series databases and learn practical methods for implementing them. Authors Ted Dunning and Ellen Friedman provide a detailed examination of open source tools such as OpenTSDB and new modifications that greatly speed up data ingestion. \u003c\/p\u003e\u003cp\u003e You'll learn: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eA variety of time series use cases \u003c\/li\u003e\n\u003cli\u003eThe advantages of NoSQL databases for large-scale time series data \u003c\/li\u003e\n\u003cli\u003eNoSQL table design for high-performance time series databases \u003c\/li\u003e\n\u003cli\u003eThe benefits and limitations of OpenTSDB \u003c\/li\u003e\n\u003cli\u003eHow to access data in OpenTSDB using R, Go, and Ruby \u003c\/li\u003e\n\u003cli\u003eHow time series databases contribute to practical machine learning projects \u003c\/li\u003e\n\u003cli\u003eHow to handle the added complexity of geo-temporal data \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eFor advice on analyzing time series data, check out \u003ci\u003ePractical Machine Learning: A New Look at Anomaly Detection\u003c\/i\u003e, also from Ted Dunning and Ellen Friedman.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46487118282903,"sku":"9781491914724","price":2419.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491914724.jpg?v=1766333143","url":"https:\/\/atlanticbooks.com\/products\/time-series-databases-new-ways-to-store-and-access-data-9781491914724","provider":"Atlantic Books","version":"1.0","type":"link"}