Scientific Data A 50 Steps Guide Using Python
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Scientific Data A 50 Steps Guide Using Python
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Author : Matthias Hofmann
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-10-07
Scientific Data A 50 Steps Guide Using Python written by Matthias Hofmann and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-07 with Science categories.
"Scientific Data: A 50 Steps Guide using Python" is your guide towards experimental scientific data. It aims to bridge the gap between classical natural sciences as taught in universities and the ever-growing need for technological/digital capabilities, particularly in industrial research. Topics covered include instructions for setting up a workspace, guidelines for structuring data, examples for interfacing with results files and suggestions for drawing scientific conclusions therefrom. Additionally, concepts for designing experiments and visualizing the corresponding results are highlighted next to ways of extracting meaningful characteristics and leveraging those in terms of multi-objective optimizations. The concise problem-solution-discussion structure used throughout supported by Python code snippets emphasizes the work’s focus on practitioners. This guide will provide you with a solid understanding of how to process and understand experimental data within a natural scientific context while ensuring sustainable use of your findings and processing as seen through a programmer’s eyes.
Scientific Data A 50 Steps Guide Using Python
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Author : Matthias Hofmann
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-10-07
Scientific Data A 50 Steps Guide Using Python written by Matthias Hofmann and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-07 with Science categories.
This guide offers a comprehensive understanding of experimental data analysis in the natural sciences while ensuring sustainable processing routines from a programmer's perspective. It applies a concise problem-solution-discussion format, supported by Python code snippets, catering to practitioners.
Applied Machine Learning For Data Science Practitioners
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Author : Vidya Subramanian
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-29
Applied Machine Learning For Data Science Practitioners written by Vidya Subramanian and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-29 with Mathematics categories.
A single-volume reference on data science techniques for evaluating and solving business problems using Applied Machine Learning (ML). Applied Machine Learning for Data Science Practitioners offers a practical, step-by-step guide to building end-to-end ML solutions for real-world business challenges, empowering data science practitioners to make informed decisions and select the right techniques for any use case. Unlike many data science books that focus on popular algorithms and coding, this book takes a holistic approach. It equips you with the knowledge to evaluate a range of techniques and algorithms. The book balances theoretical concepts with practical examples to illustrate key concepts, derive insights, and demonstrate applications. In addition to code snippets and reviewing output, the book provides guidance on interpreting results. This book is an essential resource if you are looking to elevate your understanding of ML and your technical capabilities, combining theoretical and practical coding examples. A basic understanding of using data to solve business problems, high school-level math and statistics, and basic Python coding skills are assumed. Written by a recognized data science expert, Applied Machine Learning for Data Science Practitioners covers essential topics, including: Data Science Fundamentals that provide you with an overview of core concepts, laying the foundation for understanding ML. Data Preparation covers the process of framing ML problems and preparing data and features for modeling. ML Problem Solving introduces you to a range of ML algorithms, including Regression, Classification, Ranking, Clustering, Patterns, Time Series, and Anomaly Detection. Model Optimization explores frameworks, decision trees, and ensemble methods to enhance performance and guide the selection of the most effective model. ML Ethics addresses ethical considerations, including fairness, accountability, transparency, and ethics. Model Deployment and Monitoring focuses on production deployment, performance monitoring, and adapting to model drift.
Scientific Data A 50 Steps Guide Using Python
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Author : Matthias Hofmann
language : en
Publisher:
Release Date : 2024-09-23
Scientific Data A 50 Steps Guide Using Python written by Matthias Hofmann and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-23 with Science categories.
This guide provides a solid understanding of how to understand experimental data within a natural scientific context while ensuring sustainable use of findings and processing as seen through a programmer's eye. The concise problem - solution - discussion structure used throughout supported by Python code snippets emphasizes the book's focus on practitioners.
Applied Computer Science For Ggos Observatories
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Author : Alexander N.J. Neidhardt
language : en
Publisher: Springer
Release Date : 2017-08-08
Applied Computer Science For Ggos Observatories written by Alexander N.J. Neidhardt and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-08 with Science categories.
This book combines elementary theory from computer science with real-world challenges in global geodetic observation, based on examples from the Geodetic Observatory Wettzell, Germany. It starts with a step-by-step introduction to developing stable and safe scientific software to run successful software projects. The use of software toolboxes is another essential aspect that leads to the application of generative programming. An example is a generative network middleware that simplifies communication. One of the book’s main focuses is on explaining a potential strategy involving autonomous production cells for space geodetic techniques. The complete software design of a satellite laser ranging system is taken as an example. Such automated systems are then combined for global interaction using secure communication tunnels for remote access. The network of radio telescopes is used as a reference. Combined observatories form coordinated multi-agent systems and offer solutions for operational aspects of the Global Geodetic Observing System (GGOS) with regard to “Industry 4.0”.
Management And Business Research
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Author : Mark Easterby-Smith
language : en
Publisher: SAGE
Release Date : 2021-04-28
Management And Business Research written by Mark Easterby-Smith and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-28 with Business & Economics categories.
An updated edition of a bestselling text that provides readers with a clear and comprehensive overview of methods for conducting management and business research.
Flexible Query Answering Systems
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Author : Guy De Tré
language : en
Publisher: Springer Nature
Release Date : 2025-10-09
Flexible Query Answering Systems written by Guy De Tré and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-09 with Computers categories.
This book constitutes the refereed proceedings of the 16th International Conference on Flexible Query Answering Systems, FQAS 2025, held in Burgas, Bulgaria, during September 11–13, 2025. The 26 full papers presented were carefully reviewed and selected from 49 submissions. The proceedings also include 3 invited talk and 2 tutorial papers. They were organized in the following topical sections: Invited Talks; Flexible Query Answering Systems; Data-driven Quality Management and Intelligent Systems for Academic Processes and Flexible Decision-making; Language Models in Advanced Information Retrieval; Intuitionistic Fuzzy Approaches for Flexible Querying and Reasoning under Uncertainty; and Emerging Trends in Flexible Query Answering and Information Retrieval.
Wonderpedia Neopoprealism Archive 2010
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Author :
language : en
Publisher: NeoPopRealism PRESS
Release Date :
Wonderpedia Neopoprealism Archive 2010 written by and has been published by NeoPopRealism PRESS this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Wonderpedia offers the books reviews, while NeoPopRealism Journal publishes news, views and other information additionally to the books reviews. These publications were founded by Nadia RUSS in 2007 and 2008, in new York City.
Focapd 19 Proceedings Of The 9th International Conference On Foundations Of Computer Aided Process Design July 14 18 2019
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Author : Salvador Garcia Munoz
language : en
Publisher: Elsevier
Release Date : 2019-07-09
Focapd 19 Proceedings Of The 9th International Conference On Foundations Of Computer Aided Process Design July 14 18 2019 written by Salvador Garcia Munoz and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-09 with Technology & Engineering categories.
FOCAPD-19/Proceedings of the 9th International Conference on Foundations of Computer-Aided Process Design, July 14 - 18, 2019, compiles the presentations given at the Ninth International Conference on Foundations of Computer-Aided Process Design, FOCAPD-2019. It highlights the meetings held at this event that brings together researchers, educators and practitioners to identify new challenges and opportunities for process and product design. - Combines presentations from the Ninth International Conference on Foundations of Computer-Aided Process Design, FOCAPD-2019
Wonderpedia Of Neopoprealism Journal
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Author : Nadia Russ
language : en
Publisher: NeoPopRealism PRESS
Release Date : 2015-08-07
Wonderpedia Of Neopoprealism Journal written by Nadia Russ and has been published by NeoPopRealism PRESS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-07 with Literary Criticism categories.
NeoPopRealism Journal and Wonderpedia founded by Nadia Russ in 2007 (N.J.) and 2008 (W.). Wonderpedia is dedicated to books published all over the globe after year 2000, offering the books' reviews.