Hypothesis Generation and Interpretation is popular PDF and ePub book, written by Hiroshi Ishikawa in 2024-01-01, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Hypothesis Generation and Interpretation can be Read Online from any device for your convenience.
Hypothesis Generation and Interpretation Book PDF Summary
This book focuses in detail on data science and data analysis and emphasizes the importance of data engineering and data management in the design of big data applications. The author uses patterns discovered in a collection of big data applications to provide design principles for hypothesis generation, integrating big data processing and management, machine learning and data mining techniques. The book proposes and explains innovative principles for interpreting hypotheses by integrating micro-explanations (those based on the explanation of analytical models and individual decisions within them) with macro-explanations (those based on applied processes and model generation). Practical case studies are used to demonstrate how hypothesis-generation and -interpretation technologies work. These are based on “social infrastructure” applications like in-bound tourism, disaster management, lunar and planetary exploration, and treatment of infectious diseases. The novel methods and technologies proposed in Hypothesis Generation and Interpretation are supported by the incorporation of historical perspectives on science and an emphasis on the origin and development of the ideas behind their design principles and patterns. Academic investigators and practitioners working on the further development and application of hypothesis generation and interpretation in big data computing, with backgrounds in data science and engineering, or the study of problem solving and scientific methods or who employ those ideas in fields like machine learning will find this book of considerable interest.
Detail Book of Hypothesis Generation and Interpretation PDF
- Author : Hiroshi Ishikawa
- Release : 01 January 2024
- Publisher : Springer Nature
- ISBN : 9783031435409
- Genre : Computers
- Total Page : 380 pages
- Language : English
- PDF File Size : 8,8 Mb
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