{"product_id":"deep-learning-for-the-life-sciences-applying-deep-learning-to-genomics-microscopy-drug-discovery-and-more-9781492039839","title":"Deep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More","description":"\u003cp\u003eDeep learning has already achieved remarkable results in many fields. Now it's making waves throughout the sciences broadly and the life sciences in particular. This practical book teaches developers and scientists how to use deep learning for genomics, chemistry, biophysics, microscopy, medical analysis, and other fields.\u003c\/p\u003e\u003cp\u003eIdeal for practicing developers and scientists ready to apply their skills to scientific applications such as biology, genetics, and drug discovery, this book introduces several deep network primitives. You'll follow a case study on the problem of designing new therapeutics that ties together physics, chemistry, biology, and medicine--an example that represents one of science's greatest challenges.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn the basics of performing machine learning on molecular data\u003c\/li\u003e\n\u003cli\u003eUnderstand why deep learning is a powerful tool for genetics and genomics\u003c\/li\u003e\n\u003cli\u003eApply deep learning to understand biophysical systems\u003c\/li\u003e\n\u003cli\u003eGet a brief introduction to machine learning with DeepChem\u003c\/li\u003e\n\u003cli\u003eUse deep learning to analyze microscopic images\u003c\/li\u003e\n\u003cli\u003eAnalyze medical scans using deep learning techniques\u003c\/li\u003e\n\u003cli\u003eLearn about variational autoencoders and generative adversarial networks\u003c\/li\u003e\n\u003cli\u003eInterpret what your model is doing and how it's working\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/23\/2019\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492039839\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 238\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.80lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 0.40d","brand":"Bharath Ramsundar, Peter Eastman, Patrick Walters","offers":[{"title":"Default Title","offer_id":36653578846364,"sku":"9781492039839","price":76.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_21a7501b-7efc-47a0-8ff0-7790eaa133be.jpg?v=1603881959","url":"https:\/\/pastforward.org\/products\/deep-learning-for-the-life-sciences-applying-deep-learning-to-genomics-microscopy-drug-discovery-and-more-9781492039839","provider":"Past Forward","version":"1.0","type":"link"}