The main components of systems theory that readers might remember are “inputs,” “processes,” and “outputs.” The part that tends to get neglected is “feedback mechanisms.” … Read More »Market Alignment – An Application of Systems Theory for Organizations
In this post, Encoding high cardinality text data for a ML algorithm, the author compares 4 ways to encode non-numerical tabular data. This skill is… Read More »Encoding fixed length high cardinality non-numeric columns for a ML algorithm
In this article by Maxim Lapan, the author of Deep Reinforcement Learning Hands-On,we are going to discuss about gradients in PyTorch. Gradients support in tensors… Read More »Gradients support in PyTorch
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… Read More »Will the job outlook for data scientists severely decline after 2020?
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… Read More »Using Topological Data Analysis to Understand the Behavior of Convolutional Neural Networks
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… Read More »Free eBooks on Data Visualization and Machine Learning
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… Read More »The Top 3 Openstack Benefits and Challenges
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… Read More »How to unlock value from Enterprise Asset Analytics ?
If you keep up with the latest trends in the business world, then Data Science is a term that appears frequently nowadays. It is a… Read More »Applying Agile IT Methodology to Data Science Projects
Gartner’s recently released “Magic Quadrant for Industrial IoT Platforms” outlines how organizations can leverage the Internet of Things (IoT) to drive their digital transformation initiatives.… Read More »Tomorrow’s Digital Transformation Battles Will Be Fought at the Edge
