Analysis of data from the survey with developers on Stack Overflow: A Case Study
Abstract
Full Text:
PDFReferences
M. Chambers, C. Doig and I. Stokes-Rees, Breaking Data Science Open (How Open Data Science is Eating the World), CA: O'Reilly Media Inc., 2017.
L. Columbus, “IBM Predicts Demand For Data Scientists Will Soar 28% By 2020,†IBM, 13 May 2017. [Online]. Available: https://www.forbes.com/sites/louiscolumbus/2017/05/13/ibm-predicts-demand-for-data-scientists-will-soar-28-by-2020/#7394fa4b7e3b. [Accessed 26 December 2017].
V. Granville, “Data Science Central,†14 December 2016. [Online]. Available: https://www.datasciencecentral.com/profiles/blogs/data-science-machine-learning-iot-2017-predictions. [Accessed 26 December 2017].
Environmental Science, “What Is a Data Scientist?,†2017. [Online]. Available: https://www.environmentalscience.org/career/data-scientist. [Accessed 26 December 2017].
A. Rosenblum, “The Tools of Big Data Science: The Technologies & Languages of Statistical Analysis,†Business-2-Community, 19 March 2016. [Online]. Available: https://www.business2community.com/big-data/tools-big-data-science-technologies-languages-statistical-analysis-01483461. [Accessed 26 December 2017].
Gartner Inc., “Gartner Says More Than 40 Percent of Data Science Tasks Will Be Automated by 2020,†Gartner Inc., Sydney, Australia, 2017.
G. Piatetsky, “Forrester vs Gartner on Data Science Platforms and Machine Learning Solutions,†KDnuggets, April 2017. [Online]. Available: https://www.kdnuggets.com/2017/04/forrester-gartner-data-science-platforms-machine-learning.html. [Accessed 26 December 2017].
M. S. Farooq, S. A. Khan, F. Ahmad, S. Islam and A. Abid, “An Evaluation Framework and Comparative Analysis of the Widely Used First Programming Languages,†Plos One, vol. 9, no. 2, pp. 1-25, 2014.
B. Vassilev, R. Louhimo, E. Ikonen and S. Hautaniemi, “Language-Agnostic Reproducible Data Analysis Using Literate Programming,†Plos One, vol. 11, no. 10, pp. 1-14, 2016.
Kaggle, “Kaggle,†2017. [Online]. Available: https://www.kaggle.com/stackoverflow/so-survey-2017/data. [Accessed 27 December 2017].
KNIME AG, “H2O Random Forest Learner,†H2O, [Online]. Available: https://yifydownloads.com/iron-sky-2012/. [Accessed 19 May 2018].
E. S. Walsh, B. J. Kreakie, M. G. Cantwell and D. Nacci, “A Random Forest approach to predict the spatial distribution of sediment pollution in an estuarine system,†PloS ONE, vol. 12, no. 7, pp. 1-18, 2017.
I. Pointer, “Which freaking big data programming language should I use?,†Info World, April 2016. [Online]. Available: https://www.infoworld.com/article/3049672/application-
Refbacks
- There are currently no refbacks.
------------------------------------------------------------------------------------------------------------------------
The ADBU Journal of Engineering Technology (AJET)" ISSN:2348-7305
This journal is published under the terms of the Creative Commons Attribution (CC-BY) (http://creativecommons.org/licenses/)