How to Make the Leap from Excel to SQL
This article was written by Melissa Bierly. If you use Excel at work, you’re probably frustratingly familiar with this dialog box: You’ve probably also worked on a sp...
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Free Deep Learning Book (MIT Press)
The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The o...
The Danger of Pursuing Customer 360 View
One of the best parts of my job is talking to a wide variety of customers across a wide variety of industries at a wide variety of different points on their big data jour...
Predictive Talent Acquisition Strategy
This article has been contributed by Carla Gentry .She is the Data Scientist at Talent Analytics, Corp. Full title: Can Pre-hire Talent Assessments Be a Part of a Predic...
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...
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�...