12 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 mont...
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Autonomous to Smart: Importance of Artificial Intelligence
On Saturday February 11, 2017, my daughter and her friend were driving from a basketball game in Chico back to our home in Palo Alto. Unfortunately, due to several days o...
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 ...
Hierarchy for Analytic Confidence
Strategic application of data and analysis often involve driving decisions. According to Merriam-Webster, a ‘decision’ can be defined as a determination arrived at ...
Can a Machine Learning algorithm predict the next fight with your girlfriend?
Imagine yourself the following situation: You are sitting in a lecture hall, listening to a lecture on mechanics, bored to death, fantasizing the moment you kiss your g...
Seq2seq for NLP: encoder-decoder framework for Tensorflow
This document comes from Github. Introduction tf-seq2seq is a general-purpose encoder-decoder framework for Tensorflow that can be used for Machine Translation, Text Summ...
How to measure Digital Transformation maturity?
The digital revolution has created significant opportunities and threats for every industry. Companies that cannot or do not make significant changes faster to their busi...