Pancake: A Python package for model stacking
In a previous post, I have provided a discussion of model stacking, a popular approach in data science competitions for boosting predictive performance. Since then, the ...
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The Mathematics of Data Science: Understanding the foundations of Deep Learning through Linear Regression
Note: This is a long post, but I kept it as a single post to maintain continuity of the thought flow In this longish post, I have tried to explain Deep Learning starting ...
Demystifying the Term Actionable Insights in Analytics
Demystifying the Term Actionable Insights in Analytics Prashanth H Southekal and Matthew Joyce These days, the term Actionable Insights has become one of the most commo...
The AI/ML Opportunity Landscape in Healthcare. Do It Right or It Will be More of a Mine Field.
Summary: Despite hundreds of projects and thousands of data scientists devoted to bringing AI/ML to healthcare, adoption remains low and slow. A good portion of this ...
22 Great Articles About Neural Networks
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, ...
How to Discover and Classify Metadata using Apache Atlas on Amazon EMR
Introduction The boundaries of the enterprise are becoming diffused. You have data on the network, on the endpoint, and on the cloud. Enabling visibility into your data f...
Challenges Faced by a Data Scientist and How to Overcome Them?
Data Scientist is regarded as the sexiest job of the 21st century. It is a high paying lucrative jobs which comes with a lot of responsibility and commitment. Any profes...
R Package Install Troubleshooting
This article was written by Laura Ellis. One of the reasons why I love R is that I feel like I’m constantly finding out about cool new packages through an ever-growi...
New Theory Cracks Open the Black Box of Deep Learning
This article was written by Natalie Wolchover. Even as machines known as “deep neural networks” have learned to converse, drive cars, beat video games and Go cha...
Is There a Difference Between Open Data and Public Data?
Yep. And it’s a big one. There is a general consensus that when we talk about open data we are referring to any piece of data or content that is free to access, use, r...