The Gaussian Correlation Inequality in One Picture
Yet another one of these One Picture tutorials, and in some ways, in the same old-fashioned style as our Type I versus Type II Errors in One Picture. DSC Resources Servic...
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The Algorithm Economy
The AE (Algorithm Economy) is explained as companies maintaining a competitive advantage by being technically and culturally driven by data, analytics, and action. The AE...
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...
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...
The Three Way Race to the Future of AI. Quantum vs. Neuromorphic vs. High Performance Computing
Summary: There’s a three way technology race to bring faster, easier, cheaper, and smarter AI. High Performance Computing is available today but so are new commerci...
Learning Binary Classification by Simulations
There are numerous aspects of data science that determine a project’s success; from posing the right questions through to identifying and preparing relevant data, apply...
Complex Network Analysis in Python
The Pragmatic Programmers just published my book Complex Network Analysis in Python. Recognize → Construct → Visualize → Analyze → Interpret. The book covers...
DSC Webinar Series: Predictive Forecasting with Time Series Analysis
The ability to accurately predict what is likely to happen at a point in the future, and build plans and strategies based on that knowledge, is essential to an organizati...
Improving life with IoT and Analytics
Last weekend I went to attend one event hosted by GE digital in association with T-HUB and Idea labs. The event was about industrial IoT and Predix Platform developed by ...
Neural Networks: Crash Course On Multi-Layer Perceptron
This article was written by Jason Brownlee. Artificial neural networks are a fascinating area of study, although they can be intimidating when just getting started. Th...