Will the job outlook for data scientists severely decline after 2020?
Interested question posted on Quora recently. Here is my take on this. Just put the next buzz word on your resume when you graduate, maybe AI engineer? I completed my PhD...
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Using Topological Data Analysis to Understand the Behavior of Convolutional Neural Networks
TLDR: Neural Networks are powerful but complex and opaque tools. Using Topological Data Analysis, we can describe the functioning and learning of a convolutional neural n...
Free eBooks on Data Visualization and Machine Learning
What You Need to Know about Machine Learning By Gabriel A. Canepa This eBook offers you the perfect place to lay the foundation for your work in the world of Machine Lear...
The Top 3 Openstack Benefits and Challenges
Over the past decade, we have seen a shift towards virtualization, a stepping stone to complete cloud utilization. However, even by leveraging virtualization, you still n...
How to unlock value from Enterprise Asset Analytics ?
Digital world is all around us! Disruptive Business Models is the new phenomenon! It means different things (not just internet of things) to different people and business...
Tomorrow’s Digital Transformation Battles Will Be Fought at the Edge
Gartner’s recently released “Magic Quadrant for Industrial IoT Platforms” outlines how organizations can leverage the Internet of Things (IoT) to drive their digita...
Design Patterns for Deep Learning Architectures
This article comes from Deep Learning Patterns. Note to reader: Diving into this material here can be a bit overwhelming. One way though to get an understanding of the ...
Simple Solution to Feature Selection Problems
We discuss a new approach for selecting features from a large set of features, in an unsupervised machine learning framework. In supervised learning such as linear regres...
Bill Vorhies Retrospective: Part 4
Bill is the Editorial Director for Data Science Central, and President and Chief Data Scientist at Data-Magnum, providing predictive analytics and big data infrastructur...
The Next Big Thing in Data Science is …. Biology
Summary: Computational Synthetic Biology (CSB) is likely to be both the next big thing and perhaps most important field to exploit data science. As the name implies, th...