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Elasticsearch vs Azure Search vs DPR
Elasticsearch vs Azure Search vs DPR

How to search your documents and retrieve information? How about opening each document and pressing + to find exact matches? If the…

#Search#Azure#Elasticsearch#FAISS#DPR
Serverless NLP transformer model with ONNX and Azure functions
Serverless NLP transformer model with ONNX and Azure functions

The missing blog to deploying transformer models We read a recent article on huggingface blog. In the blog, Julien discussed how to train a…

#NLP#Azure#huggingface#transformer#serverless
SEPA payment form recognizer
SEPA payment form recognizer

How long does it take to build a SEPA payment recognizer? We decided to build a production ready model to answer this question. Read on to…

#AI-as-a-Service#Deep Learning#SEPA
How to build an effective AI team
How to build an effective AI team

A cross functional team beats specialists. The team size does matter and bigger is not better. In this article we want to investigate the…

#Teamwork#Groupsize#Cross funtional team#Specialists#Work efficiency
Fault detection in home systems
Fault detection in home systems part II

In the first part we talked about time series, time series forecasting, introduced our problem and applied five common ML methods. Due to…

#Artificial Intelligence#Machine Learning#Deep Learning
Fault detection in home systems
Fault detection in home systems part I

Time Series Forecasting Time series refers to an ordered series of data, where the sequence of observations is sequentially in the time…

#Artificial Intelligence#Machine Learning#Deep Learning
Recommender Systems
Recommender Systems

Introduction How does YouTube know what videos you’ll watch? How does Netflix always seem to know what new movies you would like to watch…

#Artificial Intelligence#Machine Learning#Deep Learning#Embeddings

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