Poincarè Embeddings for Representing Hierarchical Data

Embeddings are the best way to create efficient representations of words and graphs. In this article, Soham Chatterjee talks about problems in the Euclidean plane…

Quantization and the Need for TPUs

Archana dives into the world of TPUs and discusses quantization, the process that is really responsible for making predictions in a neural network, lending a…

Applications of Signal Processing in Machine Learning

Data is available abundantly in today’s world. However, it is noisy most of the time. In this article, Archana Iyer discusses some filter processing techniques…

Capsule Networks and the Limitations of CNNs

Convolutional Neural Networks are considered the State-of-the-Art in computer vision related Machine Learning tasks. Soham Chatterjee highlights the limitations of CNNs and discusses alternate models…

Deep Learning Diaries: Building Custom Layers in Keras

There are many deep learning libraries available, some are more popular than the others, and some get used for very specific tasks.  Abhai Kollara discusses…

New Frontiers in Data Analytics for Pharma and Healthcare

Mining Unstructured Texts for Insights using Convolutional Neural Networks Pharmaceutical and Healthcare domains deal with a tremendous amount of unstructured texts, which can be mined…

Interpretable Models are the Key to Increased Adoptability of Machine Learning

Machine learning has helped drive many technological advancements. There are two models of machine learning, which have their own pros and cons. Malaikannan Sankarasubbu discusses…

Artificial Intelligence – The next Holy Grail for Social Media Marketers?

We live in a world that is constantly evolving with technology. What’s heralding this technological transformation is self-learning machines that can take independent decisions, can…

The changing paradigms with AI

Technologies like Cognitive Computing, Internet of Things, Artificial Intelligence, amidst others are mainstream these days. The attention they get and the difference they make to…

Cognitive Systems: Taking Cognizance of Machine Intelligence

It’s been more than 60 years since the term ‘Artificial Intelligence’ or AI was coined. Since then it has provided great fodder to Hollywood movies…