Build Customized Deep Learning Models, No Code Required

Posted by & filed under Announcements, Business, Developers, Tutorials.

General, pre-trained machine learning solutions are now easier to come by — sentiment analysis, topic classification, entity extraction, etc. Unfortunately, these solutions typically don’t work so well with industry or company-specific tasks, because the data that matters for your business is probably different from the data used to train the model. For instance, financial articles… Read more

SAS: The Unreasonable Benefits of Deep Learning

Posted by & filed under Business, Machine Learning.

Earlier this month, Dan gave a talk at Sentiment Analysis Symposium discussing why businesses should consider adopting deep learning solutions. His slides and a video of the presentation are available for those of you who couldn’t make it — if you have any questions, click the little chat bubble at the bottom right hand corner… Read more

Semi-supervised Feature Transfer: The Practical Benefit of Deep Learning Today?

Posted by & filed under Business, Machine Learning.

In this case study, we evaluate four different strategies for solving a problem with machine learning. In terms of both technical performance and practical factors like economics and amount of training data required, customized models built from semi-supervised “deep” features using transfer learning outperform models built from scratch, and rival state-of-the-art methods. Featured on KDnuggets.… Read more

How Machine Learning is Shaping Digital Marketing

Posted by & filed under Business.

Last week Dan Kuster held a workshop at General Assembly Boston on how machine learning is changing — and improving — the way digital marketers do their jobs. Video and slides below. Overview Machine learning allows a marketer to target people based on an actual understanding of their interests, habits, and personality, rather than typical… Read more