This blog post summarizes the main points of Netflix's Engineering and Research Manager talk: Recommendations for Building Machine Learning Software. (more…)

One of the main challenges of today's Machine Learning initiatives is the need for a centralized store of high-quality data that can be reused by Data Scientists across different models. Amundsen is a data discovery tool that collects metadata from your d... (more…)

Adversarial examples are inputs to machine learning models that an attacker has intentionally designed to cause the model to make a mistake; they're like optical illusions for machines. In this post we'll show how adversarial examples work across differen... (more…)

Monitor your ML model performance and understand the reason behind each prediction. Get complete visibility into your AI system without busting your bank. (more…)

Following is a list of best books on Data Science and Machine Learning which you may refer. (more…)