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GDPR Compliance and its Impact on Machine Learning Systems

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Unless you’ve been hiding under a rock, you’ve probably heard of the Cambridge Analytica Scandal and Mark Zuckerberg’s statements about the worldwide changes Facebook is making in response to European Union’s General Data Protection Regulation (GDPR). If your business is not yet in Europe, you may be taken aback by the statement from U.S. Senator […]

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OptiML Webinar Video is Here: Automatically Find the Optimal Machine Learning Model!

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The latest BigML release has brought OptiML to our platform, and it is now available from the BigML Dashboard, API, and WhizzML. This new resource automates Machine Learning model optimization for all knowledge workers to lower even more the barriers for everyone to adopt Machine Learning. OptiML is an optimization process for model selection and parametrization that […]

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OptiML: The Nitty Gritty

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One click and you’re done, right? That’s the promise of OptiML and automated Machine Learning in general, and to some extent, the promise is kept. No longer do you have to worry about fiddly, opaque parameters of Machine Learning algorithms, or which algorithm works best. We’re going to do all of that for you, trying various things in […]

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Finding your Optimal Models Automatically with WhizzML and OptiML

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This blog post, the fifth of our series of posts about OptiML, focuses on how to programmatically use this resource with WhizzML, BigML’s Domain Specific Language for Machine Learning workflow automation. To refresh your memory, WhizzML allows you to execute complex tasks that are computed completely on the server side with built-in parallelization. BigML Resource Family Grows […]

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2ML Underscores the Need to Adopt Machine Learning in all Businesses and Organizations

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More than 300 attendees and 20 international speakers didn’t miss the second edition of 2ML: Madrid Machine Learning. #2ML18 gathered mostly decision makers and Machine Learning practitioners coming from six different countries: the US, Canada, China, Uruguay, Holland, Austria, and of course Spain, as the event was held in Madrid. The opening remarks were given […]

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Finding your Optimal Model Automatically with the BigML API and OptiML

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In this post, the fourth of our 6 blog posts focused on optimizing Machine Learning automatically, we will explore how to use OptiML with the BigML API. So far we have covered an introduction to OptiML, seen a use case, and walked through the BigML Dashboard step-by-step. Here we will shift the focus to our […]

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Finding your Optimal Model Automatically with Zero Lines of Code

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The BigML Team has been working hard to bring OptiML to the platform, which will be available on May 16, 2018. As explained in our previous post, OptiML is an automatic optimization process for model selection and parametrization (or hyper-parametrization) to solve classification and regression problems. Selecting the right algorithm and its optimum parameter values is a manual […]

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Case Study: Automatically Training a Classifier with OptiML

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This blog post, the second in a series of 6 posts exploring OptiML, the new feature for automatic model optimization on BigML, focuses on a real-world use case within the healthcare industry: medical appointment “no shows”. We will demonstrate how OptiML uses Bayesian parameter optimization to search for the the best performing model for your […]

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Introduction to OptiML: Automatic Model Optimization

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BigML’s upcoming release on Wednesday, May 16, 2018, will be presenting a new resource to the platform: OptiML. In this post, we’ll do a quick introduction to OptiML before we move on to the remainder of our series of 6 blog posts (including this one) to give you a detailed perspective of what’s behind the model optimization part of the release. Today’s […]

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BigML Release: Automatically Find the Optimal Machine Learning Model with OptiML!

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BigML’s new release is here! Join us on Wednesday, May 16, 2018, at 10:00 AM PDT (Portland, Oregon. GMT -07:00) / 07:00 PM CEST (Valencia, Spain. GMT +02:00) for a FREE live webinar to discover the latest version of the BigML platform. We will be presenting OptiML, a new BigML resource that automatically finds the best performing supervised model for your […]

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