KDnuggets Poll: What software you used for Analytics, Data Science, Machine Learning?
Gregory Piatetsky-Shapiro
Part-time philosopher, Retired, Data Scientist, KDD and KDnuggets Founder, was LinkedIn Top Voice on Data Science & Analytics. Currently helping Ukrainian refugees in MA.
KDnuggets 18th annual software poll is asking
What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months?
Please vote at New Poll: What software you used for Analytics, Data Mining, Data Science, Machine Learning projects in the past 12 months?
https://www.kdnuggets.com/2017/05/new-poll-software-analytics-data-mining-data-science-machine-learning.html
We tried to include the most popular tools and platforms, while keeping the total number of choices under 100.
Note that entries are in 4 sections, with choices in alphabetical order in each section.
- Data Science/Machine Learning platforms,
- Languages (including R and Python),
- Hadoop/Spark
- Deep Learning tools
Combining these different types of tools in one poll is messy, but it allows interesting analysis afterwards, such as What Big Data, Data Science, Deep Learning software goes together?
We hope our analysis of this poll, trends, and results will useful, as they were in the past polls
- R, Python Duel As Top Analytics, Data Science software; Big Data usage grows to 39%, 2016.
- R leads RapidMiner, Python catches up, Big Data tools grow, Spark ignites, 2015
- RapidMiner Continues To Lead, 2014
- RapidMiner and R vie for first place, 2013
- KDnuggets 2012 Poll: Analytics, Data mining, Big Data software used
- KDnuggets 2011 Poll: Data Mining/Analytic Tools Used
- KDnuggets 2010 Poll: Data Mining / Analytic Tools Used
Generative AI Specialist | AI Solution Architect NLP & Large Language Models Specialist |Machine Learning | Deep Learning | Software Engineering
7 年Python and R and KNIME are my favorites. But they are week on Deep Learning.
It is one of the best available with drag and drop features, but very expensive.