Comparing classification algorithms: pluses and minuses
What are the advantages of different classification algorithms? For instance, if we have large training data set with approx more than 10,000 instances and more than 100,...
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Machine Learning: The Bigger Picture, Part I
This article was posted by Tamis van der Laan. Tamis is a data science and machine learning specialist. In the past few decades, computer systems have achieved a whole...
My Top 9 Favorite Python Deep Learning Libraries
This article was posted by Adrian Rosebrock on Pyimagesearch. Adrian is an entrepreneur and Ph.D who has launched two successful image search engines, ID My Pill and�...
14 Useful Code Snippets
Written in R, Python, Perl, C, and JavaScript, performing tasks such as web crawling, encryption, simulation, regression, NLP, or visualizations. 14 Useful Code Snippet...
70 MongoDB Interview Questions and Answers
According to Wikipedia, MongoDB is a cross-platform document-oriented database. Classified as a NoSQL database, MongoDB avoids the traditional table-based relational data...
Treacherous Visualizations: How To Detect and Fix Them
Here I discuss my prediction about the worst 15-year long (yet unabated) real estate bubble: this is an example where visualizations, when not carefully selected and put ...
MIT Algorithm Predicts Rogue Waves in Real Time to Save Lives
Using AI and data science, an MIT team was able to accurately predict rogue waves coming out of the blue in the middle of the ocean, in near real time, to help sailors ch...
Groundhogs. I choose to celebrate National Prediction Day
Guest blog by Jay Gendron, Associate Data Scientist at Booz Allen Hamilton; Author; Data Analytics; Speaker. Happy Groundhog Day! Happy National Prediction Day? In today�...
Are You Stuck in Analytics 2.0?
Summary: It’s time to start thinking about whether our analytic tools and techniques are up to what it takes to move on to Analytics 3.0. In 2013 Thomas Davenport pro...
A Short History of Machine Learning
It’s all well and good to ask if androids dream of electric sheep, but science fact has evolved to a point where it’s beginning to coincide with science fiction. No...