- KDnuggets™ News 20:n41, Oct 28: Difference Between Junior and Senior Data Scientists; Ain’t No Such a Thing as a Citizen Data Scientist - Oct 28, 2020.
The unspoken difference between junior and senior data scientists; Ain't No Such a Thing as a Citizen Data Scientist; How to become a Data Scientist: a step-by-step guide; Good-bye Big Data. Hello, Massive Data!; DeepMind Relies on this Old Statistical Method to Build Fair Machine Learning Models
Big Data, Career Advice, Citizen Data Scientist, Computer Vision, Data Science, Data Scientist, DeepMind, Statistical Modeling
- Ain’t No Such a Thing as a Citizen Data Scientist - Oct 26, 2020.
With learn-it-quick courses on data science popping up nearly a dime a dozen, more people are obtaining the sense they can dive into professional work with minimal qualifications and scant experience or practice. While the notion of a 'Citizen Scientist' is intended to simply support a broader appreciation of science and the scientific process to more people, the 'Citizen Data Scientist' is being inappropriately seen as a fast track to a new career.
Beginners, Citizen Data Scientist, Data Science Education
- Don’t Democratize Data Science - Jun 2, 2020.
A plethora of online courses and tools promise to democratize the field, but just learning a few basic skills does not a true data scientist make.
Automated Data Science, AutoML, Citizen Data Scientist, Data Science, Online Education
- The Problem With Self-Serve Analytics - Mar 22, 2019.
A hands-off approach would seem reckless for questions about things like security. And yet that approach is not just the norm for analytical questions in most organizations; it's often the ideal.
Analytics, Citizen Data Scientist, Data, Self-service
- How to Cope with the Rise of the Citizen Data Scientist - Feb 19, 2019.
Gartner predicts that citizen data scientists will surpass data scientists in the amount of advanced analytics produced. Does that mean that Enterprise AI and augmented analytics render the job of a data scientist obsolete? Download this white paper to found out more.
Citizen Data Scientist, Dataiku, Gartner, White Paper
- Citizen Data Scientists | Why Not DIY AI? - Oct 17, 2018.
This live debate will feature AutoML advocate Gene Ferruzza (Valassis Digital), countered by Gregory Piatetsky-Shapiro (KDnuggets) who asks if you would really fly with a citizen pilot. Fasten your seatbelts and register now - seats are limited!
About Gregory Piatetsky, Automated Machine Learning, Citizen Data Scientist, The Modeling Agency
- Data Podcast: Gregory Piatetsky-Shapiro, KDnuggets President, a top Big Data Influencer - Aug 22, 2017.
An episode of Data Podcast, featuring Gregory Piatetsky-Shapiro, discussing KDnuggets, trends in Big Data and Machine Learning, Automation of Data Science, Bias in Algorithms and AI, and more.
About Gregory Piatetsky, About KDnuggets, Automated Data Science, Bias, Citizen Data Scientist, Podcast
- They Want to Get Rid of Me! (Data Scientist Lament) - Apr 21, 2017.
We examine “citizen” data scientists and debate between Jeffersonians, who seek to empower everyday worker with data science tools, and Platonists who argue that democratizing data science leads to anarchy and overfitting.
Business, Citizen Data Scientist, Skills
- Citizen Data Scientist, Jumbo Shrimp, and Other Descriptions That Make No Sense - Dec 30, 2016.
No one would say “Citizen Lawyer” or “Citizen Nuclear Physicists” or “Citizen Physician.” I guess a “Citizen Physician” would be someone who “practices medicine but whose primary job function is outside of the field of medicine (meaning that they’ve had no training in medicine or medical procedures).”
Citizen Data Scientist
- Driving Data Science Productivity Without Compromising Quality - Sep 14, 2016.
How will data science teams maintain quality standards in the face of advancing automation? Attend the IBM DataFirst Launch Event on Sep 27 in NYC and learn how to drive greater productivity from your data science teams without compromising the quality of the mission-critical business assets they produce.
Citizen Data Scientist, Collaboration, Data Science, IBM, New York City, NY
- The Benefits of Decentralizing Analytics Talent - Jun 4, 2016.
Over the next several years data will be served in a variety of ways, greater innovation will come from companies that look to share raw data. Here we talk about, democratizing the data which requires a different philosophy to allow all business functions to participate in analytics.
Analytics, Bernard Marr, Citizen Data Scientist, Data Science Team, Skills
- Building effective “Citizens Data Scientist” teams - Apr 28, 2016.
The idea of citizen data scientists is being for more than a year, which suggests businesses to put the people from the business side in the work of exploring and analyzing data. Understand how you and your organisation can be benefitted by this.
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Citizen Data Scientist, Data Science Skills, Data Science Team
- 3 Signs That BI Will Never Be The Same Again - Apr 22, 2016.
Gartner officially deemed 2016 the year of Modern BI and with this new era of BI changes are inevitable. Understand how the traditional BI is reshaping in this data century with Scrollytelling, citizen data scientist and new BI approaches.
BI, Citizen Data Scientist, Narrative Science, Natural Language Processing, Quill
- Advantages and Risks of Self-Service Analytics - Apr 13, 2016.
Self-service analytics is likely to spread in all the business layers, and with proper care to avoid certain risks, the culture of self-service analytics will help all organizations.
Analytics, Citizen Data Scientist, Gartner, Risks, Self-service
- Cartoon: Citizen Data Scientist At Work - Mar 26, 2016.
KDnuggets Cartoon examines Citizen Data Scientist at work and his previous career as a citizen dentist and a citizen pilot.
Cartoon, Citizen Data Scientist, Humor
- “Citizen Data Scientist” Revolution - Mar 24, 2016.
The naysayers are on the wrong side of "citizen" Data Scientist debate. Business users already have self-service BI capabilities and make decisions whether they are statistically sound or not. We can’t stop them from making decisions but should make statistically sound decisions easier. This new approach is called Smart Data Discovery.
BeyondCore, Citizen Data Scientist, Gartner
- The Mirage of a Citizen Data Scientist - Mar 1, 2016.
The term "citizen data scientist" has been irritating me recently. I explain why I think it both a bad term and a bad idea, and what we need instead.
Citizen Data Scientist, Data Analyst, Data Scientist, Gartner, Overfitting
- Lavastorm Webinar: Self-Service Advanced Analytics, Nov 19 - Nov 5, 2015.
Learn how citizen data scientists can mine data for valuable insights, combine Big Data with opportunities focused on business, and be free from tedious tasks to explore new paths to insight.
Advanced Analytics, Citizen Data Scientist, Lavastorm, Self-service
- Gartner 2015 Hype Cycle: Big Data is Out, Machine Learning is in - Aug 28, 2015.
Which are the most hyped technologies today? Check out Gartner's latest 2015 Hype Cycle Report. Autonomous cars & IoT stay at the peak while big data is losing its prominence. Smart Dust is a new cool technology for the next decade!
Big Data, Citizen Data Scientist, Gartner, Machine Learning