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Programming models to support data science workflows

Authors: Ramón-Cortés Vilarrodona, Cristián

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Badia Sala, Rosa M. (Rosa Maria), Ejarque Artigas, Jorge

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Distributed computing, High-performance computing, Data science pipelines, Task-ba workflows, Dataflows, Containers (Computer sicience), COMPSs, PyCOMPSs, AutoParallel, Docker, Àrees temàtiques de la UPC::Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/669728
https://dx.doi.org/10.5821/dissertation-2117-330142

MoveApps: a serverless no-code analysis platform for animal tracking data.

Authors: Kölzsch, Andrea Davidson, Sarah C. Gauggel, Dominik et al.

Source: Movement Ecology. 7/18/2022, Vol. 10 Issue 1, p1-12. 12p.

Luminescence Signal Analysis Using Python

Authors: Vasilis Pagonis

Resource Type: eBook.

Subjects: Radiation dosimetry, Mathematical physics, Python (Computer program language), Quantum physics, Optical spectroscopy

Categories: SCIENCE / Life Sciences / Biophysics, COMPUTERS / Languages / Python, SCIENCE / Physics / Mathematical & Computational, SCIENCE / Physics / Quantum Theory, SCIENCE / Spectroscopy & Spectrum Analysis, TECHNOLOGY & ENGINEERING / Materials Science / General

Quantifying cross-language code reuse via function-level clone detection

Authors: Yi Rong Yan Zhou

Source: Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 10, Pp 1-20 (2025)

Subject Terms: Natural language processing, Code reuse detection, Function-level clone analysis, Java and python source code, Academic plagiarism detection, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/1319-1578; https://doaj.org/toc/2213-1248

Access URL: https://doaj.org/article/0e8d85656442482785bc981b326c25a4

Time Series Analysis with Python Cookbook : Practical Recipes for the Complete Time Series Workflow, From Modern Data Engineering to Advanced Forecasting and Anomaly Detection

Authors: Tarek A. Atwan

Resource Type: eBook.

Categories: COMPUTERS / Data Science / Data Modeling & Design, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Analytics

Time Series Analysis with Python Cookbook : Practical Recipes for Exploratory Data Analysis, Data Preparation, Forecasting, and Model Evaluation

Authors: Tarek A. Atwan

Resource Type: eBook.

Subjects: Machine learning, Python (Computer program language)

Categories: COMPUTERS / Data Science / Data Modeling & Design, COMPUTERS / Data Science / Data Warehousing, COMPUTERS / Languages / Python

Survival Analysis with Python

Authors: Avishek Nag

Resource Type: eBook.

Subjects: Survival analysis (Biometry)--Data processing, Failure time data analysis--Data processing, Structural analysis (Engineering), Python (Computer program language)

Categories: COMPUTERS / Languages / Python, BUSINESS & ECONOMICS / Statistics, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Information Technology, COMPUTERS / Languages / General, MATHEMATICS / Probability & Statistics / General

The Computational Content Analyst : Using Machine Learning to Classify Media Messages

Authors: Chris J. Vargo

Resource Type: eBook.

Subjects: Machine learning

Categories: LANGUAGE ARTS & DISCIPLINES / Communication Studies, SOCIAL SCIENCE / Methodology, SOCIAL SCIENCE / Media Studies

Economic Impact of Abortions in Dairy Cow Herds.

Authors: Palma, Osvaldo Plà-Aragonès, Lluís M. Mac Cawley, Alejandro et al.

Source: Veterinary Sciences; Jul2025, Vol. 12 Issue 7, p645, 14p

Subject Terms: ECONOMIC impact, ABORTION, MARKOV processes, PROFITABILITY, MILK yield, DAIRY cattle, ANIMAL health

Linear Regression With Python : A Tutorial Introduction to the Mathematics of Regression Analysis

Authors: James V Stone

Resource Type: eBook.

Categories: MATHEMATICS / Probability & Statistics / Regression Analysis, COMPUTERS / Languages / Python, MATHEMATICS / Probability & Statistics / General

Functional Python Programming, 3rd Edition : Use a Functional Approach to Write Succinct, Expressive, and Efficient Python Code

Authors: Steven F. Lott

Resource Type: eBook.

Subjects: Python (Computer program language), Functional programming (Computer science)

Categories: COMPUTERS / Programming / General, COMPUTERS / Programming / Object Oriented, COMPUTERS / Languages / Python

Data Analytics for Discourse Analysis with Python : The Case of Therapy Talk

Authors: Dennis Tay

Resource Type: eBook.

Subjects: Discourse analysis--Data processing, Python (Computer program language), Psychotherapy--Language--Case studies

Categories: LANGUAGE ARTS & DISCIPLINES / General, LANGUAGE ARTS & DISCIPLINES / Linguistics / General

Python How-To : 63 Techniques to Improve Your Python Code

Authors: Yong Cui

Resource Type: eBook.

Subjects: Python (Computer program language), Computer programming, Video games--Programming

Categories: COMPUTERS / Languages / Python, COMPUTERS / Data Science / General, COMPUTERS / Internet / Web Programming

Mastering Geospatial Analysis with Python : Explore GIS Processing and Learn to Work with GeoDjango, CARTOframes and MapboxGL-Jupyter

Authors: Silas Toms Paul Crickard Eric van Rees

Resource Type: eBook.

Subjects: Python (Computer program language), Geographic information systems

Categories: COMPUTERS / Languages / Python, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Modeling & Design

Association of Drugs for Sale on the Internet and Official Health Indicators: Darknet Parsing and Correlational Study.

Authors: Soshnikov, Sergey Bekker, Svetlana Idrisov, Bulat et al.

Source: JMIR Formative Research; 2024, Vol. 8, p1-13, 13p

Fast Python : High Performance Techniques for Large Datasets

Authors: Tiago Antao

Resource Type: eBook.

Subjects: Python (Computer program language), Electronic data processing

Categories: COMPUTERS / Languages / Python, COMPUTERS / Data Science / General, COMPUTERS / Software Development & Engineering / General

Object-Oriented Analysis and Design for Information Systems : Modeling with BPMN, OCL, IFML, and Python

Authors: Raul Sidnei Wazlawick

Resource Type: eBook.

Subjects: Object-oriented methods (Computer science)

Categories: COMPUTERS / Data Science / General

Learn Data Analysis with Python : Lessons in Coding

Authors: A.J. Henley Dave Wolf

Resource Type: eBook.

Subjects: Data mining, Programming languages (Electronic computers), Python (Computer program language), Qualitative research--Methodology

Categories: COMPUTERS / Languages / Python, COMPUTERS / Database Administration & Management, COMPUTERS / Data Science / Data Analytics, MATHEMATICS / Probability & Statistics / General

Python Data Analysis, Second Edition : Data Manipulation and Complex Data Analysis with Python

Authors: Ivan Idris

Resource Type: eBook.

Subjects: Programming languages (Electronic computers), Python (Computer program language)

Categories: COMPUTERS / Languages / Python, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Modeling & Design

Python for Data Science : A Hands-On Introduction

Authors: Yuli Vasiliev

Resource Type: eBook.

Subjects: Electronic data processing, Python (Computer program language), Data mining

Categories: COMPUTERS / Languages / Python, COMPUTERS / Database Administration & Management, COMPUTERS / Data Science / Data Analytics