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1

Identifying Multi-parameter Constraint Errors in Python Data Science Library API Documentation
Xu, Xiufeng ; Xie, Fuman ; Zhu, Chenguang ; et al.
Proceedings of the ACM on Software Engineering. 2(ISSTA):1536-1558

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2

Landscape of High-Performance Python to Develop Data Science and Machine Learning Applications
author author Castro, Bruneau, Sottet, Oscar Pierrick Jean-Sébastien ; Torregrossa, Dario ; author author
ACM Computing Surveys. 56(3):1-30

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3

A Fundamental Statistics Self-Learning Method with Python Programming for Data Science Implementations.
Riyantoko, Prismahardi Aji ; Funabiki, Nobuo ; Brata, Komang Candra ; et al.
Information. Jul2025, Vol. 16 Issue 7, p607. 23p.

Application software Data science Science education Autodidacticism Decision making
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4

Investigating Student Mistakes in Introductory Data Science Programming
Singh, Anjali ; Fariha, Anna ; Brooks, Christopher ; et al.
Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1. :1258-1264

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5

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6

Experimental Design for Data Science and Engineering
Joseph, V. Roshan

computer experiments Gaussian process modelin... Design of Experiments uncertainty quantificati... Monte Carlo simulation sensitivity analysis …
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8

Boa meets python : a boa dataset of data science software in python language
Biswas, Sumon ; Islam, Md Johirul ; Huang, Yijia ; et al.
Proceedings of the 16th International Conference on Mining Software Repositories. :577-581

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9

Experimental Design for Data Science and Engineering
Joseph, V. Roshan

computer experiments Gaussian process modelin... Design of Experiments uncertainty quantificati... Monte Carlo simulation sensitivity analysis …
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10

Analysis of dengue data, in the municipality of Mossoró, Northeast Brazil, between the years 2015 and 2020, using Python language
Vieira, George Felipe Fernandes ; De Castro, Angelica Felix ; De Oliveira, Amanda Gondim
2023 18th Iberian Conference on Information Systems and Technologies (CISTI) Information Systems and Technologies (CISTI), 2023 18th Iberian Conference on. :1-7 Jun, 2023

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11

Growing a FLOWER: Building a Diagram Unifying Flow and ER Notation for Data Science
Ordonez, Carlos ; Varghese, Robin ; Phan, Nguyen ; et al.
Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics. :1-8

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12

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15

Python Data Science Handbook by Jake Vanderplas (2016)
Alexis Eidelman
Statistique et société 8(2):45-47

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16

Data Science with Python : Combine Python with Machine Learning Principles to Discover Hidden Patterns in Raw Data
Rohan Chopra ; Aaron England ; Mohamed Noordeen Alaudeen ; et al.

Machine learning Data mining Python (Computer program...
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20

Student Mission Control: Integrating Space Data Exploration into Data and Computer Science Education
Garcia, Dan ; Hug, Josh ; Badrinath, Anirudhan ; et al.
Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2. :1896-1896

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