Recommendation System Algorithms
Today, many companies use big data to make super relevant recommendations and growth revenue. Among a variety of recommendation algorithms, data scientists need to choose… Read More »Recommendation System Algorithms
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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 Backpropagation algorithm… Read More »Types of Machine Learning Algorithms in One Picture
A Self-Study List for Data Engineers and Aspiring Data Architects
This article was written by John Hammink. John Hammink is an American engineer, musician, artist and linguist, with his own entry in Wikipedia. With the explosion… Read More »A Self-Study List for Data Engineers and Aspiring Data Architects
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.… Read More »12 Great Blogs Posted in the last 12 Months
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… Read More »Automated Machine Learning for Professionals
The Ethics of Big Data [Infographic]
Data collection is at record levels. Social media platforms, websites, and smartphones are just some examples of what most consumers use on a daily basis… Read More »The Ethics of Big Data [Infographic]
AI for Organizing – Categorizing and Managing Data at Scale
So far in this series on Artificial Intelligence Artificial Intelligence: Monster or Mentor? and AI for Summarization – Enabling Human-Consumable Information, we looked at several… Read More »AI for Organizing – Categorizing and Managing Data at Scale
Don’t Allow Yourself to Be Hoodwinked by Unstructured Data Analytics Technology
By JIANG Buxing, Data Scientist As big data concept gains momentum, unstructured data analytics technology is becoming hot. It is said that 80% of all… Read More »Don’t Allow Yourself to Be Hoodwinked by Unstructured Data Analytics Technology
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.… Read More »Autonomous to Smart: Importance of Artificial Intelligence
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.… Read More »Decision Trees, Classification & Interpretation Using SciKit-Learn