The Best Metric to Measure Accuracy of Classification Models
This article was written by Jacob Joseph. Unlike evaluating the accuracy of models that predict a continuous or discrete dependent variable like Linear Regression model...
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Image Analysis with Deep Learning
This article was contributed by Nikita Johnson. The cost of large scale data collection and annotation often makes the application of machine learning algorithms to new...
Types of Machine Learning Algorithms in One Picture
Here is an interesting visualization of machine learning algorithms: Originally posted here. Also check out the following great visual summaries: Neural Networks: The B...
DSC Webinar Series: A Language for Visual Analytics
In this Data Science Central webinar hear from Jock Mackinlay, VP of Research and Design at Tableau, as he describes how he used a linguistic approach inspired by the wor...
Automated Machine Learning for Professionals
Summary: There are a variety of new Automated Machine Learning (AML) platforms emerging that led us recently to ask if we’d be automated and unemployed any time soon....
Decision Trees, Classification & Interpretation Using SciKit-Learn
This article is by Jitesh Shah, a data & stats jockey in perpetual beta, located in Fremont, California. This article includes the data set and Python code. Wouldn�...
Four great machine learning eBooks
Want to learn machine learning? Looking for data science tutorials and guides to help you master your data and produce actionable, game-changing insights? Look no further...
Open sourcing spot the difference
Capital One UK’s Data Science team has been focused on move from proprietary (paid-for) software to open source for some time now. There are several key benefits to mak...
Identifying Traffic Signs with Deep Learning
This article was written by Harshit Sharma. Successful detection and classification of traffic signs is one of the important problem to be solved if we want self driving ...
Mortality and causes of death in 2015 and 2030 – Infographics
Originally posted on Data Science Central This infographic came from Medigo. It displays data from the World Health Organization’s “Projections of mortality and ...