Cartoon: Data Scientist was the sexiest job of the 21st century until … - Jul 14, 2018.
This Data Scientist thought that he had the sexiest job of the 21st century until the arrival of the competition ...
Automated, Automated Data Science, Automation, Cartoon, Data Scientist, Tom Davenport
- The Current State of Automated Machine Learning - Jan 18, 2017.
What is automated machine learning (AutoML)? Why do we need it? What are some of the AutoML tools that are available? What does its future hold? Read this article for answers to these and other AutoML questions.
Automated, Automated Data Science, Automated Machine Learning, Hyperparameter, Machine Learning
Automated Data Science & Machine Learning: An Interview with the Auto-sklearn Team - Oct 4, 2016.
This is an interview with the authors of the recent winning KDnuggets Automated Data Science and Machine Learning blog contest entry, which provided an overview of the Auto-sklearn project. Learn more about the authors, the project, and automated data science.
Automated, Automated Data Science, Automated Machine Learning, Competition, Machine Learning, scikit-learn
- Cartoon: Labor Day in the era of Robotics - Sep 5, 2016.
Amidst all the discussion about robots and automation taking over human jobs, new KDnuggets cartoon looks at how Labor Day can evolve by 2050.
Automated, Cartoon, Labor Day, Robots, Skills
Cartoon: Data Scientist – the sexiest job of the 21st century until … - Aug 27, 2016.
This Data Scientist thought that he had the sexiest job of the 21st century until the arrival of the competition ...
Automated, Automated Data Science, Cartoon, Tom Davenport
- Contest Winner: Winning the AutoML Challenge with Auto-sklearn - Aug 5, 2016.
This post is the first place prize recipient in the recent KDnuggets blog contest. Auto-sklearn is an open-source Python tool that automatically determines effective machine learning pipelines for classification and regression datasets. It is built around the successful scikit-learn library and won the recent AutoML challenge.
Automated, Automated Data Science, Automated Machine Learning, Competition, Hyperparameter, scikit-learn, Weka
- Contest 2nd Place: Automated Data Science and Machine Learning in Digital Advertising - Aug 4, 2016.
This post is an overview of an automated machine learning system in the digital advertising realm. It is an entrant and second-place recipient in the recent KDnuggets blog contest.
Advertising, Automated, Automated Data Science, Automated Machine Learning, Claudia Perlich, Machine Learning
- Contest 2nd Place: Automating Data Science - Aug 3, 2016.
This post discusses some considerations, options, and opportunities for automating aspects of data science and machine learning. It is the second place recipient (tied) in the recent KDnuggets blog contest.
Algorithms, Automated, Automated Data Science, Feature Selection, Machine Learning
- Cartoon: When Automation Goes Too Far - Apr 30, 2016.
KDnuggets Cartoon looks into the future of Automated Data Science and Marketing - when will automation go too far?
Automated, Automation, Beer, Cartoon, Marketing
- The Evolution of the Data Scientist - Mar 16, 2016.
We trace the evolution of Data Science from ancient mathematics to statistics and early neural networks, to present successes like AlphaGo and self-driving car, and look into the future.
Automated, Data Scientist, Demis Hassabis, Evolution, Mathematics, Statistics
- The Data Science Machine, or ‘How To Engineer Feature Engineering’ - Oct 22, 2015.
MIT researchers have developed what they refer to as the Data Science Machine, which combines feature engineering and an end-to-end data science pipeline into a system that beats nearly 70% of humans in competitions. Is this game-changing?
Automated, Data Science, Feature Engineering, Feature Extraction, MIT
