Tools And Models Used In Software Testing
Nowadays, if we look around, we can see that everything from jobs and entertainment to smart homes and vehicles depend on some type of computer software. So before the so...
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4 Common Data Analysis Mistakes to Watch Out For
Statistical analysis is poorly misunderstood by many, resulting in array of problems. There are many ways to ruin your data analysis. 4 of the less well-known mistakes to...
Machine Learning / Stats / BI: Mini Translation Dictionary
Here I provide translations for various important terms, to help professionals from related backgrounds better understand each other. In particular, machine learning prof...
Advantages and Disadvantages of Automated Machine Learning
The title of this blog is accurate There are indeed some caveats / disadvantages to automated machine learning. This blog was motivated by a question in my University of ...
Can Gerrymandering Be Ended via Machine Learning?
Gerrymandering has long been a problem in the process of choosing elected officials globally, but it is especially a problem in the United States, where political redistr...
Reading Multiple CSVs into Merged R Dataframe
The purpose of this script is to load and clean all of the various .csv files containing polling place data into R. The data, which is available for download here, is ...
How artificial intelligence will change the future of marketing
Artificial intelligence is reshaping almost all the aspects of doing business, from finance to sales and R&D to operations. Its most profound impact is, however, bein...
Clustering with Scikit with GIFs
This article was written by David Sheehan. This post describes (with GIFs and words) the most common clustering algorithms available through Scikit-learn. It’s a common...
FairML: Auditing Black-Box Predictive Models
This article was written on the blog CLOUDERA Fast Forward. Machine learning models are used for important decisions like determining who has access to bail. The aim is t...
Google is Rethinking its Business – What About You?
This article was written by Damian Mingle. Google recently started promoting automated machine learning (what they call AutoML) – something that DataRobot customers hav...