Speeding Up Image Embedding Model in Bing Semantic Precise Image Search with the ONNX Runtime

Speeding Up Image Embedding Model in Bing Semantic Precise Image Search with the ONNX Runtime

Accelerate and optimize machine learning models regardless of training framework using ONNX and ONNX Runtime. This episode introduces both ONNX and ONNX Runtime and provides... Details
TensorFlow vs PyTorch vs Keras for NLP

TensorFlow vs PyTorch vs Keras for NLP

Here's an in-depth look at doing Natural Language Processing in the three top frameworks: TensorFlow, PyTorch, and Keras. Before beginning a feature comparison between TensorFlow... Details
Machine Reading Comprehension with Dr. T.J Hazen

Machine Reading Comprehension with Dr. T.J Hazen

So far, AI has been able to learn how to see objects, create believable voices, compose music, and much more. But can it read a... Details
Will Call Center Jobs Disappear?

Will Call Center Jobs Disappear?

Bloomberg explores the very real digital disruption happening in the call center industry. This video explores a call center in the Dominican Republic, where Laura... Details
Fireside Chat with Christopher Manning

Fireside Chat with Christopher Manning

In this video from Microsoft Research, Susan Dumais sits down with Christopher Manning is a Professor of Computer Science and Linguistics at Stanford University. Manning... Details
AI Discovers Sentiment By Writing Amazon Reviews

AI Discovers Sentiment By Writing Amazon Reviews

Two Minute Papers explores the paper "Learning to Generate Reviews and Discovering Sentiment" (demo) in this latest video. Details
5 Natural Language Processing Libraries

5 Natural Language Processing Libraries

Here’s a list of 5 NLP libraries for Python. If you prefer infographics to video, then scroll to the bottom of this post. Details
GluonNLP — Deep Learning Toolkit for Natural Language Processing

GluonNLP: A Deep Learning Toolkit for Natural Language Processing

Here's an interesting article on a deep learning toolkit for NLP. Why are the results of the latest models so difficult to reproduce? Why is... Details
Create fluid conversations with QnA Maker multi-turn feature

Exploring the Multi-Turn Feature in QnA Maker

One of the best tools Microsoft currently has in its AI toolkit is the QnA Maker. It uses NLP to mine one or more source... Details
6 Powerful Open Source Machine Learning GitHub Repositories for Data Scientists

6 Powerful Open Source Machine Learning GitHub Repositories for Data Scientists

It can become overwhelming as a data scientist to simply keep track of all that’s happening in machine learning. This series of blog posts takes... Details