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Deep Learning for the Life Sciences. Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Deep Learning for the Life Sciences. Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More Bharath Ramsundar, Peter Eastman, Patrick Walters - okładka książki

Deep Learning for the Life Sciences. Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More Bharath Ramsundar, Peter Eastman, Patrick Walters - okładka książki

Deep Learning for the Life Sciences. Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More Bharath Ramsundar, Peter Eastman, Patrick Walters - okładka audiobooka MP3

Deep Learning for the Life Sciences. Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More Bharath Ramsundar, Peter Eastman, Patrick Walters - okładka audiobooks CD

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
236
2w1 w pakiecie:
     ePub
     Mobi

Ebook

319,00 zł (-15%)
271,15 zł

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Deep 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.

Ideal 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.

  • Learn the basics of performing machine learning on molecular data
  • Understand why deep learning is a powerful tool for genetics and genomics
  • Apply deep learning to understand biophysical systems
  • Get a brief introduction to machine learning with DeepChem
  • Use deep learning to analyze microscopic images
  • Analyze medical scans using deep learning techniques
  • Learn about variational autoencoders and generative adversarial networks
  • Interpret what your model is doing and how it’s working

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O autorze książki

1 Bharath Ramsundar, Peter Eastman, Patrick Walters

Bharath Ramsundar jest twórcą DeepChem, pakietu open source opartego na TensorFlow, służącego do opracowywania leków. Przygotowuje doktorat z informatyki na Uniwersytecie Stanforda.

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