MongoDB Sharding 101: Creating a Sharded Cluster
In the first part of this 2-part series on sharding on MongoDB, we describe the various concepts related to sharding and explain the process.
Category: Machine Learning
How does CloudSEK’s XVigil detect rogue, fake applications
XVigil reported over 2.4L fake apps on popular app stores, infringing on its clients copyrighted materials. How does XVigil detect such apps?
Here’s how we proactively monitor XVigil’s 50+ Machine Learning models
Monitoring ML models is a daunting task and yet indispensable. Here’s how CloudSEK deploys and monitors its 50+ different ML models.
A peek into the black-box: Debugging deep neural networks for better predictions
It is imperatvie to develop computational methods to audit and debug complex and opaque ML models that deliver incoherent outputs.
Weaponizing AI to orchestrate cyber attacks
When it comes to cybersecurity, AI is changing how we detect and respond to threats. However, with the benefits, comes the risk of the potential misuse of AI capabilities. Is the primary catalyst for cybersecurity, also a threat to it?
Hierarchical Attention Neural Networks: New Approaches for Text Classification
We explore recent approaches for text classification that consider document structure as well as sentence-level attention.