How my OpenAI scholarship inspired me to create my own product
The origins of Bugout.dev: Why I care about error reporting and user journey I dreamed of being a professional ballerina since I was 3 yearsRead More »
ML Model Risk Management: How to Bring Explainability and Robustness in Production
Finance is one of the most regulated industries in the US, which makes application of cutting-end technologies, like artificial intelligence and machine learning, much harder.Read More »
How the GPT-3 model works in production
GPT-3 has generated lots of buzz and attention from the machine learning and AI research communities and diverse opinions about the capabilities of the model. Read More »
How to mitigate the pain of dataset management
How to store, provide easy access and ensure version control of unstructured data is an open-ended question and is a challenge for more than 200KRead More »
Federated Learning Technology Explained: Google’s use case [Part I]
As of July 2020, 4.78 billion people in the world own smartphones. The number of IoT devices on the planet reached 26.66 billion at theRead More »
Privacy-aware Machine Learning: How To Train ML Models in a Remote Environment [Part II]
We are continuing our sequence of articles with practical suggestions on how to build machine learning models without compromising user privacy. In the first articleRead More »
Privacy-aware Machine Learning [Part I]: Data Access Protocols
Data privacy issues are among the hottest topics with the most active research in the machine learning space. This is not surprising, since almost everyRead More »
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