Tag Archives: algorithms

Defining a Successful AI Strategy for 2018: Key Thoughts from a Data Scientist

February 21, 2018

As the hype around AI continues, building and executing on an AI strategy that supports market competitiveness will be top of mind for executives. The AI pilots are complete, yet executives are still grappling with what AI means for their organisations. As the use cases develop and capabilities emerge, businesses will look to defining an… Read More »

Creativity and Critical Thinking in the Age of Enterprise AI

January 16, 2018

What, if anything, should worry us about artificial intelligence today? Is it the worry that it will take over jobs around the world? Most definitely not. The fact of the matter is that what AI has gotten very good at solving for certain problem sets, however it still lacks overall knowledge of context to the… Read More »

Who cares if unsupervised machine learning is supervised learning in disguise?

January 11, 2018

Previously, we saw how unsupervised learning actually has built-in supervision, albeit hidden from the user. In this post we will see how supervised and unsupervised learning algorithms share more in common than the textbooks would suggest. As a matter of fact, both classes can use identical equations for creating mathematical models of the data, and… Read More »

Q&A with Sri Raghavan: The Future of AI for Enterprises

December 14, 2017

Sri Raghavan, senior global product marketing manager at Teradata, answered a few questions on algorithms, bias detection and the maturity of enterprises using AI. As data analytics progresses, do you think there will be significant progress in the sophistication of algorithms? It’s not so much that one algorithm is going to make a difference in… Read More »

Building Trust in AI: How to Get Buy in for the Black Box

November 21, 2017

Maybe it’s something innate to human nature, or maybe we’ve all seen one too many sci-fi movies (I’m looking at you Hal and 2001: A Space Odyssey), but people tend to view new technology skeptically. This is especially true when it comes to technology that makes recommendations or tells us how to do something. A… Read More »

The Tree of Machine Learning Algorithms

October 10, 2017

The Tree of Machine Learning Algorithms is a simplified schema to rationalize the types of learning paradigms used by categories of algorithms. Just as a tree’s branches grow stronger and wider with an expansive network of roots, the machine learning tree is strengthened using a network of data. Data can be structured or unstructured, involve transactions… Read More »