基于PySpark的高级数据分析 计算机-编程-PySpark-高级数据分析
编辑推荐 时至今日产生的数据量已经达到令人惊人的地步，而且还在不断增长。Apache Spark已经成为分析大数据的实际工具，并且也是数据科学工具箱的关键部分。本书针对Spark最z新版本进行了更新，将Spark、统计方法和真实数据集结合在一起，教你如何运用 PySpark、Spark Python API和Spark编程中的其他最z佳实践来解决分析问题。 数据科学家Akash Tandon、Sandy Ryza、Uri Laserson、Sean Owen和Josh Wills介绍了Spark生态系统，然后深入研究将常用技术（包括分类、聚类、协同过滤和异常检测）应用于以下的领域：基因组学、安全工作和金融。此更新版本还涵盖图像处理和Spark NLP库。 如果你对机器学习和统计学有基本的了解，并且能够使用Python进行编程，那么本书将帮助你开始进行大规模的数据分析。
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Product Details 基本信息 ISBN-13 书号 9789811515491 Author 作者 Akash Muhammad Sajid Hamid Format 版本 平装-胶订 Pages Number 页数 222页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2021-01-17 Language 语种 其它（含多语） Book Contents 内容简介 Recent advances in the pharmaceutical sciences and biotechnology have facilitated the production, design, formulation and use of various types of pharmaceuticals and biopharmaceuticals. This book provides detailed information on the background, basic principles, and components of techniques used for the analysis of pharmaceuticals and biopharmaceuticals. Focusing on those analytical techniques that are most frequently used for pharmaceuticals, it classifies them into three major sections and 19 chapters, each of which discusses a respective technique in detail. Chiefly intended for graduate students in the pharmaceutical sciences, t
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Product Details 基本信息 ISBN-13 书号 9789811564253 Author 作者 Akash Format 版本 精装 Pages Number 页数 290页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2020-10-21 Language 语种 英语 Book Contents 内容简介 This book comprehensively reviews drug stability and chemical kinetics: how external factors can influence the stability of drugs, and the reaction rates that trigger these effects. Explaining the important theoretical concepts of drug stability and chemical kinetics, and providing numerous examples in the form of illustrations, tables and calculations, the book helps readers gain a better understanding of the rates of reactions, order of reactions, types of degradation and how to prevent it, as well as types of stability studies. It also offers insights into the importance of the rate at which the drug is degraded and/or decomposed under various external and internal conditi
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Product Details 基本信息 ISBN-13 书号 9789811554971 Author 作者 Akash Kumar Bhoi Format 版本 平装-胶订 Pages Number 页数 427页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2021-07-22 Language 语种 其它（含多语） Book Contents 内容简介 This book covers the latest technological advances in neuro-computational intelligence in biological processes where the primary focus is on biologically inspired neuro-computational techniques. The theoretical and practical aspects of biomedical neural computing, brain-inspired computing, bio-computational models, artificial intelligence (AI) and machine learning (ML) approaches in biomedical data analytics are covered along with their qualitative and quantitative features. The contents cover numerous computational applications, methodologies and emerging challenges in the field of bio-soft computing and bio-signal processing. The authors hav
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Product Details 基本信息 ISBN-13 书号 9789811629716 Author 作者 Akash Kumar Bhoi Format 版本 精装 Pages Number 页数 null页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2021-09-02 Language 语种 其它（含多语） Book Contents 内容简介 This book covers applicTions for hybrid aTificial iTelligence (AI) and ITernT ofThings (IT) for iTegrTed approach and problem solving inThe areas of radiology, drug iTeraTions, creTion of new drugs, imaging, eleTronic heaTh records, disease diagnosis,TeleheaTh, and mobilTy-relTed problems in heaThcare.The book discussesThe convergence of AI andThe hybrid approaches in heaThcare which oTimizesThe possible solTions and bTterTreTmeT. ITernT ofThings (IT) in heaThcare isThe neT-genTechnologies which aTomTeThe heaThcare facilTy by mobilTy solTions are discussed in dTail. T also discusses hybrid AI wTh bio-inspiredTechniques, genTic algorThm, neuro-fuzzy
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Product Details 基本信息 ISBN-13 书号 9789811586873 Author 作者 Akash Kumar Bhoi Format 版本 平装-胶订 Pages Number 页数 715页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2022-03-20 Product Dimensions 商品尺寸 9.21 x 6.14 x 1.47 Shipping Weight 商品重量 2.23 Language 语种 其它（含多语） Book Contents 内容简介 This book comprises select proceedings of the international conference ETAEERE 2020. This volume covers latest research in advanced approaches in automation, control based devices, and adaptive learning mechanisms. The contents discuss the complex operations and behaviors of different systems or machines in different environments. Some of the areas covered include control of linear and nonlinear systems, intelligent systems, stochastic control, knowledge-based systems applications, fault diagnosis and tolerant control, and real-time control applica
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