Why You Need ML Monitoring

Why You Need ML Monitoring

You are a data scientist or machine learning engineer. You’ve spent months getting together a model to satisfy some business requirement. You scoped the problem, gathered the data, prepared it, trained the model, iterated on a few versions until you hit the business’s...
Deep dive into deepfake detection

Deep dive into deepfake detection

A combination of “deep learning” and “fake media,” a deepfake is manipulated video content that is nearly indistinguishable from authentic video. Deepfake creators often target celebrities, world leaders, and politicians, manipulating the video to portray the subject...