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Europe 2019
Solving Merchant Attrition Using Machine Learning

Solving Merchant Attrition Using Machine Learning

Business + ManagementRetailEurope 2019posted by ODSC Community March 12, 2020

  Merchant attrition is a major problem not just in the financial industry but in any sector (substitute ‘merchants’ with ‘customers’ in a given business). The difficulty lies in identifying churn-probable merchants. According to a recent article from Womply Insights and Goldman Sachs, “Merchant acquirers lose... Read more
Is Babel’s Data Tower Compatible With Centralized ML Solutions?

Is Babel’s Data Tower Compatible With Centralized ML Solutions?

Blogs from ODSC SpeakersConferencesModelingEurope 2019posted by ODSC Community November 14, 2019

Does data have a common language? Can there be ML solutions for everyone? Data structure and its content reflect the technological domain where the data comes from. The available technology is a relevant aspect to be considered. Professionals usually create databases by using the tools which... Read more
Generative Adversarial Networks for Finance

Generative Adversarial Networks for Finance

Blogs from ODSC SpeakersConferencesDeep LearningModelingEurope 2019GANsposted by ODSC Community October 17, 2019

This posting discusses generative adversarial network for finance. Financial instruments like options and futures have been around for more than two centuries. Although they became quite notorious during the 2008 stock market turmoil, they serve a real economic purpose for companies around the world. [Related article:... Read more
A Crash Course on Deep Learning in the Cloud

A Crash Course on Deep Learning in the Cloud

Blogs from ODSC SpeakersConferencesDeep LearningModelingCloudEurope 2019posted by Jordan Bakerman October 9, 2019

This posting is crash course on deep learning in the Cloud. Deep learning is the newest area of machine learning and has become ubiquitous in predictive modeling. The complex brain-like structure of deep learning models is used to find intricate patterns in large volumes of data.... Read more
Sequence Modelling with Deep Learning

Sequence Modelling with Deep Learning

Blogs from ODSC SpeakersConferencesDeep LearningModelingEurope 2019posted by Natasha Latysheva October 7, 2019

This is a short preview post for my upcoming tutorial  “Sequence Modelling with Deep Learning” at ODSC London in November 2019. — Much of data is sequential — think speech, text, DNA, stock prices, financial transactions, and customer action histories. Our best-performing methods for modelling sequence data use... Read more
Interoperable AI: High-Performance Inferencing of ML and DNN Models

Interoperable AI: High-Performance Inferencing of ML and DNN Models

Blogs from ODSC SpeakersConferencesMachine LearningModelingAzureEurope 2019Interoperable AIposted by ODSC Team September 10, 2019

TensorFlow? PyTorch? Keras? There are many popular frameworks to choose from when working with deep learning and machine learning models, each with its own pros and cons for practical usability in product development or research. Once you decide which to use to train your model, you... Read more
Telling Human Stories with Data

Telling Human Stories with Data

Blogs from ODSC SpeakersConferencesData Science for GoodData VisualizationModelingEurope 2019posted by Alan Rutter August 16, 2019

Editor’s Note: Be sure to attend Alan’s talk on this idea of telling human stories with data at ODSC Europe this November 19 – 22 in London! Register now for “Bringing Data to the Masses Through Visualization.” If you’re reading this and you’re part of the... Read more
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