Biology in a Data-Driven World (Chapman & Hall/CRC Computational Science)
暫譯: 數據驅動世界中的生物學 (Chapman & Hall/CRC 計算科學)
Deepak Singh
- 出版商: CRC
- 出版日期: 2019-06-15
- 售價: $2,050
- 貴賓價: 9.5 折 $1,948
- 語言: 英文
- 頁數: 250
- 裝訂: Paperback
- ISBN: 1439872376
- ISBN-13: 9781439872376
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商品描述
This work offers unique insight into how biology is evolving to meet the needs of data-intensive science. It examines the history of computational science and lessons learned, discusses the evolution of biology into a data-driven science, and addresses the challenges and complexities of modern, data-driven biology. Exploring the core technological and scientific challenges, including algorithmic and infrastructural requirements, the book analyzes common themes and differences between biology and other data-intensive sciences and highlights the future directions of the field and the skill sets that will be critical for future success.
商品描述(中文翻譯)
這本書提供了獨特的見解,探討生物學如何演變以滿足數據密集型科學的需求。它回顧了計算科學的歷史及所學到的教訓,討論了生物學如何轉變為一門以數據為驅動的科學,並解決了現代數據驅動生物學的挑戰和複雜性。書中探討了核心的技術和科學挑戰,包括算法和基礎設施的需求,分析了生物學與其他數據密集型科學之間的共同主題和差異,並強調了該領域的未來方向以及未來成功所需的技能組合。