- Be Wary of Automated Feature Selection — Chi Square Test of Independence Example - Aug 5, 2021.
When Data Scientists use chi square test for feature selection, they just merely go by the ritualistic “If your p-value is low, the null hypothesis must go”. The automated function they use behaves no differently.
Automated Data Science, Automated Machine Learning, Feature Selection, Statistics
- How Automation Is Improving the Role of Data Scientists - Oct 26, 2020.
Here is an overview of 5 ways that data automation will enhance how scientists spend their time and improve the results they get.
Automated Data Science, Automation, Data Science, Data Scientist
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
- When Will AutoML replace Data Scientists? Poll Results and Analysis - Mar 16, 2020.
Will AI always be 5-10 years away? The majority of respondents to this poll think that AutoML will reach expert level in 5-10 years. Interestingly, it is about the same as 5 years ago. We examine the trends by AutoML experience, industry, and region.
Automated Data Science, AutoML, Humans vs Machines, Poll, Trends
- New Poll: When Will AutoML Replace Data Scientists (if ever)? - Feb 27, 2020.
Take part in the latest KDnuggets poll by weighing in on when you think AutoML and Automated Data Science will replace humans — if ever.
Automated Data Science, Automated Machine Learning, AutoML, Poll
The 4 Hottest Trends in Data Science for 2020 - Dec 9, 2019.
The field of Data Science is growing with new capabilities and reach into every industry. With digital transformations occurring in organizations around the world, 2019 included trends of more companies leveraging more data to make better decisions. Check out these next trends in Data Science expected to take off in 2020.
2020 Predictions, Automated Data Science, AutoML, Cloud Computing, Data Science, NLP, Privacy, Security, Trends
- Make better decisions with data in every corner of your business - Mar 22, 2019.
Mode is the data science platform that helps you get data in every corner of your business and create a single source of truth. Free your data science team, automate everything, and create a single source of truth.
Automated Data Science, Data Science, Data Science Platform, Mode Analytics
- Webinar: Realizing the benefits of Automated Machine Learning, is your organization next? - Aug 2, 2018.
In this live webinar (Aug 8, 1PM EST), discover research findings, best practices for AI adoption, use cases on the growth of machine learning, and how automated machine learning technologies make AI more accessible to organizations of all sizes.
Automated Data Science, Automated Machine Learning, DataRobot
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
Automated Machine Learning vs Automated Data Science - Jul 2, 2018.
Just by adding the term "automated" in front of these 2 separate, distinct concepts does not somehow make them equivalent. Machine learning and data science are not the same thing.
Automated Data Science, Automated Machine Learning, Data Science, Machine Learning
- Minimizing Model Risk with Automated Data Preparation & Machine Learning, Apr 19 - Apr 2, 2018.
Join DataRobot, Apr 19 at 2:00 pm ET/11:00 am PT, for a webinar on how to use Automated Data Preparation & Machine Learning to gain a competitive advantage, while quickly aligning your business operations to regulatory requirements.
Automated Data Science, Automated Machine Learning, Data Preparation, DataRobot
- Enhancing Anti-Money Laundering Programs with Automated Machine Learning, Jan 11 Webinar - Jan 3, 2018.
In this webinar, Jan 11, DataRobot will show how automated machine learning can be used to reduce false positive rates, thereby improving the efficiency of AML transaction monitoring and reducing costs.
Automated Data Science, Automated Machine Learning, DataRobot, Finance, Money Laundering
- Everything Changes: A Human Perspective on Digitization - Jan 2, 2018.
An insightful, thought-provoking article on digital disruption and evolution of technology.
AI, Automated Data Science, Automation, Digital Media, Jobs, Security, Trends
- Advances in Fraud Detection with Automated Machine Learning - Dec 5, 2017.
Join DataRobot, Dec 13, for a webinar discussion of the current state of machine learning in fraud detection and learn how you can stay one step ahead of those looking to harm your business.
Automated Data Science, Automated Machine Learning, DataRobot, Machine Learning
- Multichannel Marketing Attribution with Automated Machine Learning, Dec 12 Webinar - Nov 28, 2017.
In this webinar, Dec 12, DataRobot outlines Multichannel Marketing Attribution with Automated Machine Learning, demonstrating how automated machine learning offers the shortest path to success. Space is limited, so sign up now!
Automated Data Science, Automated Machine Learning, DataRobot
- 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
- DataRobot: Become a Data Science Superhero – Watch on Demand - Jul 28, 2017.
A demo of DataRobot will show you how to transform your predictive analytics team into a League of Superheroes, cranking out predictive models at the speed of thought!
Automated Data Science, Automated Machine Learning, DataRobot
- Automated Machine Learning — A Paradigm Shift That Accelerates Data Scientist Productivity - Jul 13, 2017.
There is a growing community around creating tools that automate many machine learning tasks, as well as other tasks that are part of the machine learning workflow. The paradigm that encapsulates this idea is often referred to as automated machine learning.
AirBnB, Automated Data Science, Automated Machine Learning, Machine Learning
- DataRobot Webinar on June 27, 2017: Automated Machine Learning in Action - Jun 6, 2017.
In this webinar, learn how DataRobot automates predictive modeling, and how our platform can deliver these same types of insights and a substantial productivity boost to your machine learning endeavors.
Automated Data Science, Automated Machine Learning, DataRobot, Machine Learning
- TPOT Automated Machine Learning Competition: Can AutoML beat humans on Kaggle? - Jun 5, 2017.
Over the next couple months, we’re going to challenge you to apply TPOT to any data science problem you find interesting on Kaggle. If your entry ranks in the top 25% of the leaderboard on a Kaggle problem, we want to see how TPOT helped you accomplish that.
Automated Data Science, Automated Machine Learning, Competition, Machine Learning
- DataRobot Webinar, June 6: How Automated Machine Learning is Transforming the Predictive Analytics Landscape - May 2, 2017.
Built for speed and scalability, DataRobot radically reduces the time of data science projects - from data to deployment, enabling organizations to bring products to market and react to changing conditions faster. Learn more in June 6 webinar and live demo.
Automated Data Science, Automated Machine Learning, DataRobot, Predictive Analytics
- How Automated ML is Transforming the Predictive Analytics Landscape - Apr 24, 2017.
Learn how DataRobot automates predictive modeling, and how our platform can deliver these same types of insights and a substantial productivity boost to your machine learning endeavors, on Tuesday, May 2nd at 1:00 pm ET.
Automated Data Science, Automated Machine Learning, DataRobot, Predictive Analytics
- Dataiku: The Complete Data Sheet - Apr 20, 2017.
Whether your every day tool is Scala, Python, R, or Excel, you can now use one tool - Dataiku - to transform raw data to predictions without the hassle. Discover the platform!
Automated Data Science, Data Science Platform, Data Workflow, Dataiku
- DataRobot Webinar, May 2: How Automated Machine Learning is Transforming the Predictive Analytics Landscape - Apr 11, 2017.
Learn how DataRobot automates predictive modeling, and how our platform can deliver these same types of insights and a substantial productivity boost to your machine learning endeavors.
Automated Data Science, Automated Machine Learning, DataRobot, Open Source
- The Human Data Scientist: Safeguarding Your Career in the World of Automation - Feb 28, 2017.
"Data scientist" continues to be recognized as a top career, but does this mean unending spoils for the data scientist? With large scale mass automation on the horizon for numerous professions, what can we do to safeguard our positions?
Advice, Automated Data Science, Career, Data Scientist
- Going to War with the Giants: Automated Machine Learning with MLJAR - Jan 19, 2017.
The performance of automated machine learning tool MLJAR on Kaggle competition data is presented in comparison with those from other predictive APIs from Amazon, Google, PredicSis and BigML.
Amazon, Automated Data Science, Automated Machine Learning, BigML, Google, Kaggle, XGBoost
- 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 Machine Learning: An Interview with Randy Olson, TPOT Lead Developer - Oct 28, 2016.
Read an insightful interview with Randy Olson, Senior Data Scientist at University of Pennsylvania Institute for Biomedical Informatics, and lead developer of TPOT, an open source Python tool that intelligently automates the entire machine learning process.
Automated Data Science, Automated Machine Learning, Machine Learning, Python, scikit-learn
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: 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
- KDnuggets™ News 16:n29, Aug 10: Data Science for Beginners: Fantastic series; Automating Data Science Contest Winners - Aug 10, 2016.
Data Science for Beginners: Fantastic Introductory Video; Contest 2nd Place: Automating Data Science; Contest Winner: Winning the AutoML Challenge with Auto-sklearn; Reinforcement Learning and the Internet of Things.
Automated Data Science, Beginners, Cats, IoT, Reinforcement Learning
- 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
- Data Science Automation: Debunking Misconceptions - Aug 2, 2016.
This opinion piece aims to clear up some proposed misconceptions surrounding data science automation.
Automated, Automated Data Science, Automated Machine Learning, CRISP-DM, Data Science, Kaggle
- And the Winner is… Stepwise Regression - Aug 1, 2016.
This post evaluates several methods for automating the feature selection process in large-scale linear regression models and show that for marketing applications the winner is Stepwise regression.
Automated Data Science, Feature Selection, Linear Regression, Machine Learning, Predictive Analytics
- KDnuggets Blog Contest: Automated Data Science and Machine Learning - Jun 21, 2016.
KDnuggets Contest for interesting blogs about Automated Data Science and Machine Learning is over - read the 3rd, 2nd, and 1st place winners.
Automated, Automated Data Science, Competition, Data Science
- SAP Predictive Analytics Interview with Sven Bauszus - May 26, 2016.
I talk with Sven Bauszus, SAP Predictive Analytics global leader, about their main products in Business and Predictive Analytics and Big Data space, analytics maturity by industry, the automation of Data Science, and "citizen" Data Scientists.
Pages: 1 2
Automated Data Science, In-Memory Computing, Interview, Predictive Analytics, SAP, SAP BusinessObjects, SAP HANA
- KDnuggets™ News 16:n18, May 18: Annual Software Poll; Practical Data Science Skills; Creative Deep Learning - May 18, 2016.
Poll: What software you used for Analytics, Data Mining, Data Science; Practical skills that practical data scientists need; Are Deep Neural Networks Creative?; TPOT : A Python Tool for Automating Data Science
Advice, Automated Data Science, Deep Learning, Poll
- TPOT: A Python Tool for Automating Data Science - May 13, 2016.
TPOT is an open-source Python data science automation tool, which operates by optimizing a series of feature preprocessors and models, in order to maximize cross-validation accuracy on data sets.
Pages: 1 2
Automated Data Science, Automated Machine Learning, Hyperparameter, Machine Learning, Python, scikit-learn
- Automatic Data Science: DataRobot, Quill and Loom Systems - Apr 8, 2016.
Automatic data science is on the rise. This post examines three recent visionary solutions: DataRobot, Quill and Loom Systems.
Pages: 1 2
Automated Data Science, DataRobot, Loom Systems, Narrative Science, Storytelling
