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19 articles

Google's Artificial Intelligence Built an AI That Outperforms Any Made by Humans

2017-12-01 2,321 AI ArtificialIntelligence Future AutoML ReinforcementLearning Automation

Google's AutoML, an AI that can build AI, has now developed a computer vision system that vastly outperforms state-of-the-art-models.
Cracking open the black box of automated machine learning

2019-05-31 946 MachineLearning AutoML

ATMSeer is an interactive visualization tool for users to see and control algorithms and hyperparameters of machine-learning (AutoML) systems. The work was developed by researchers in the MIT Laboratory for Information and Decision Systems (LIDS), Hong Kong University of Science and Technology (HKUST), and Zhejiang University.
Automated machine learning or AutoML explained

2019-08-21 525 AutoML DataScience tech

AutoML frameworks and services eliminate the need for skilled data scientists to build machine learning and deep learning models
How AutoML 2.0 Offers Its Two-Fold Advantage To Traditional Data Science

2020-04-26 451 AUTOML

AutoML's next version, AutoML 2.0, will automate the most complicated, and time-consuming part of the enterprise AI development lifecycle - feature engineering
Council Post: Why Automated Machine Learning Is Becoming A Must-Have Business Intelligence Skill

2020-11-23 363 datascience automl digitaltransformation LEARNiNG

Many BI job offerings want someone who can deploy predictive models that actively impact the company, instead of passive analytics, like dashboards.
Cloud AutoML - Custom Machine Learning Models  

2018-01-17 220 machinelearning cloud AutoML

Cloud AutoML helps you easily train high quality custom machine learning models with limited machine learning expertise needed.
Google’s AI Experts Try to Automate Themselves

2019-04-16 199 automl automate MachineLearning

Google's AutoML software uses machine learning to generate better machine learning. It competed last week against high-powered data scientists.
Why 2020 will be the Year of Automated Machine Learning

2020-02-22 186 ArtificialIntelligence DataScience AutoML Automation

Businesses everywhere are looking for ways to derive as much insight as possible from their data
How to automate machine learning

2019-01-16 129 automl

Knime’s blueprint for guided automation allows business analysts to train, test, and tune machine learning models via web browser
Automated Machine Learning (AutoML) Is Hot In AI, But Getting A Cooler Reception For Self-Driving Cars

2021-02-23 97 AutoML

Automated Machine Learning (AutoML) is hot in AI, but not necessarily so for self-driving cars.
google-research/automl_zero at master · google-research/google-research · GitHub

2020-03-10 90 automl

Google Research. Contribute to google-research/google-research development by creating an account on GitHub.
Automated Machine Learning: Myth Versus Realty – #ODSC - Open Data Science – Medium

2019-02-28 90 AutoML machinelearning

Witnessing the data science field’s meteoric rise in demand across pretty much all industries and areas of scientific research, it’s easy to anticipate efforts to create shortcuts to satisfy the need…
[2003.03384] AutoML-Zero: Evolving Machine Learning Algorithms From Scratch

2020-03-10 87 autoML

Machine learning research has advanced in multiple aspects, including model structures and learning methods. The effort to automate such research, known as AutoML, has also made significant progress. However, this progress has largely focused on the architecture of neural networks, where it has relied on sophisticated expert-designed layers as building blocks---or similarly restrictive search spaces. Our goal is to show that AutoML can go further: it is possible today to automatically discover c[...]
The Risks of AutoML and How to Avoid Them

2019-10-25 81 AutoML MachineLearning

As machine learning becomes more automated, human judgment still matters.
Google AI Blog: EfficientNet: Improving Accuracy and Efficiency through AutoML and Model Scaling

2019-05-29 36 AutoML

Posted by Mingxing Tan, Staff Software Engineer and Quoc V. Le, Principal Scientist, Google AI Convolutional neural networks (CNNs) are c...