{"product_id":"python-and-hdf5-andrew-collette-9781449367831","title":"Python and HDF5: Unlocking Scientific Data","description":"\u003cp\u003eGain hands-on experience with HDF5 for storing scientific data in Python. This practical guide quickly gets you up to speed on the details, best practices, and pitfalls of using HDF5 to archive and share numerical datasets ranging in size from gigabytes to terabytes. \u003c\/p\u003e\u003cp\u003e Through real-world examples and practical exercises, you'll explore topics such as scientific datasets, hierarchically organized groups, user-defined metadata, and interoperable files. Examples are applicable for users of both Python 2 and Python 3. If you're familiar with the basics of Python data analysis, this is an ideal introduction to HDF5. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eGet set up with HDF5 tools and create your first HDF5 file \u003c\/li\u003e\n\u003cli\u003eWork with datasets by learning the HDF5 Dataset object \u003c\/li\u003e\n\u003cli\u003eUnderstand advanced features like dataset chunking and compression \u003c\/li\u003e\n\u003cli\u003eLearn how to work with HDF5's hierarchical structure, using groups \u003c\/li\u003e\n\u003cli\u003eCreate self-describing files by adding metadata with HDF5 attributes \u003c\/li\u003e\n\u003cli\u003eTake advantage of HDF5's type system to create interoperable files \u003c\/li\u003e\n\u003cli\u003eExpress relationships among data with references, named types, and dimension scales \u003c\/li\u003e\n\u003cli\u003eDiscover how Python mechanisms for writing parallel code interact with HDF5 \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Andrew Collette\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1449367836\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781449367831\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/10\/2013\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 148\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.57lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.15h x 7.09w x 0.30d","brand":"Andrew Collette","offers":[{"title":"Paperback","offer_id":44066285388031,"sku":"9781449367831","price":29.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e395eaa9-7216-4580-9007-e846f755d502.jpg?v=1685406380","url":"https:\/\/www.whiterainbookhouse.com\/products\/python-and-hdf5-andrew-collette-9781449367831","provider":"WR Book House","version":"1.0","type":"link"}