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… Read More »How I used NLP (Spacy) to screen Data Science Resumes
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… Read More »Pancake: A Python package for model stacking
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,… Read More »The Mathematics of Data Science: Understanding the foundations of Deep Learning through Linear Regression
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… Read More »19 Controversial Articles about Data Science
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… Read More »Demystifying the Term Actionable Insights in Analytics
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 structured within DrugBank’s… Read More »Journey to the Center of the DrugBank XML Database – part 1
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… Read More »The AI/ML Opportunity Landscape in Healthcare. Do It Right or It Will be More of a Mine Field.
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers,… Read More »22 Great Articles About Neural Networks
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… Read More »How to Discover and Classify Metadata using Apache Atlas on Amazon EMR
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… Read More »Challenges Faced by a Data Scientist and How to Overcome Them?
