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...
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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...
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...
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 of �...
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....
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 and are where si...
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...
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...