Universal Method to Sort Complex Information Found
This article was written by Kevin Hartnett. The nearest neighbor problem asks where a new point fits into an existing data set. A few researchers set out to prove that th...
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How I used NLP (Spacy) to screen Data Science Resumes
Resume making is very tricky. A candidate has many dilemmas, whether to state a project at length or just mention the bare minimum whether to mention many skills or just ...
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 ...
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 ...
19 Controversial Articles about Data Science
You will find here an unusual perspective and opinions about data science. These articles may resonate well with senior data scientists and decision makers who manage the...
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...
Journey to the Center of the DrugBank XML Database – part 1
Objective In this tutorial, we shall take a journey together to explore the structure of the DrugBank database. We will observe how the drugs information is structure...
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 ...
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...