- Main
- Biology and other natural sciences - Biology
- Deep Learning for the Life Sciences:...
Deep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More
Bharath Ramsundar, Peter Eastman, Patrick Walters, Vijay Pande你有多喜欢这本书?
下载文件的质量如何?
下载该书,以评价其质量
下载文件的质量如何?
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
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
年:
2019
出版:
1
出版社:
O’Reilly Media
语言:
english
页:
238
ISBN 10:
1492039837
ISBN 13:
9781492039839
文件:
PDF, 24.20 MB
您的标签:
IPFS:
CID , CID Blake2b
english, 2019
在1-5分钟内,文件将被发送到您的电子邮件。
该文件将通过电报信使发送给您。 您最多可能需要 1-5 分钟才能收到它。
注意:确保您已将您的帐户链接到 Z-Library Telegram 机器人。
该文件将发送到您的 Kindle 帐户。 您最多可能需要 1-5 分钟才能收到它。
请注意:您需要验证要发送到Kindle的每本书。检查您的邮箱中是否有来自亚马逊Kindle的验证电子邮件。
正在转换
转换为 失败