Using Data Analytics to Prevent, Not Just Report
I recently had another client conversation about optimizing their data warehouse and Business Intelligence (BI) environment. The client had lots of pride in their existin...
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Inside the black box
Introduction This post is designed show the internal changes of an Artificial Neural Network (ANN/NN), it shows the outputs of the neurons from the beginning of a Backpro...
Handbook of Statistical Analysis and Data Mining Applications – 2nd Edition
Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, ...
Machine Learning Glossary by Google
This is Google’s dictionary on machine learning. Very interesting, with more than 100 entries, but clearly biased towards what Google thinks machine learning is. Th...
How Biometric Authentication Works
Here is a guest post from Rowena Bonnette on How Biometric Authentication works – Biometrics are the ultimate security protocol. Using security coding that is...
Deep Learning for Natural Language Processing: Tutorials with Jupyter Notebooks
This article was written by Jon Krohn. At untapt, all of our models involve Natural Language Processing (NLP) in one way or another. Our algorithms consider the natural...
Data Tagging in Medical Imaging – Diving Deep into the Processes
Note: This is the second post of the series Data Tagging in Medical Imaging. You can find the first post here. In the previous post of the series, Data Tagging in Medica...
Information retrieval document search using vector space model in R
Introduction: In this post, we learn about building a basic search engine or document retrieval system using Vector space model. This use case is widely used in informati...
Using Data To Improve Performance in Nonprofits
Performance management can be viewed as a systematic process that enables organizations to improve the productivity of employees in a team framework. The approach is impl...
Under the Hood With Chatbots
Summary: This is the second in our chatbot series. Here we explore Natural Language Understanding (NLU), the front end of all chatbots. We’ll discuss the programm...