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Deep Learning in the Sciences

The Data Exchange Podcast: Bart Ramsundar on DeepChem, MoleculeNet, and machine learning in the life sciences.

healthcare, science

Taking business intelligence and analyst tools to the next level

The Data Exchange Podcast: Ira Cohen on the evolution of tools for analysts. Subscribe: Apple • Android • Spotify • Stitcher • Google • RSS. In this episode of the Data … More

analyst, viz

Data exchanges and their applications in healthcare and the life sciences

The Data Exchange Podcast: Omer Dror on healthcare applications of data exchanges, privacy-preserving tools and methods, language models, and more.

data-exchange, healthcare, nlp

Key AI and Data Trends for 2021

The Data Exchange Podcast: Mikio Braun and Ben Lorica on tools, models, applications, and risks to look out for in … More

trends

A Unified Management Model for Successful Data-Focused Teams

The Data Exchange Podcast: Jesse Anderson, Ben Lorica, and Jenn Webb on tools, processes, and best practices for building high-impact … More

data management, infrastructure, management

Security and privacy for the disoriented

The Data Exchange Podcast: Dan Geer and Andrew Burt on security and privacy in the age of machine learning and … More

privacy, risk, security

The State of Responsible AI

The Data Exchange Podcast: Rumman Chowdury on prevalent practices for building ethical and responsible AI.

risk

Improving the robustness of natural language applications

The Data Exchange Podcast: Jack Morris on adversarial attacks, data augmentation, and adversarial training in NLP.

nlp, risk

End-to-end deep learning models for speech applications

The Data Exchange Podcast: Yishay Carmiel on recent progress in speech technologies.

nlp, risk, speech

Securing machine learning applications

The Data Exchange Podcast: Ram Shankar on tools and best practices for building secure and trustworthy ML systems.

risk, security

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