Subscribe to DSC Newsletter

William Vorhies's Blog – February 2018 Archive (4)

Advanced Analytics Platforms – Big Changes in the Leaderboard

Summary: The Magic Quadrant for Advanced Analytic and ML Platforms is just out and there are some big changes in the leaderboard.  Not only are there some surprising upgrades but some equally notable long falls.

 

The Gartner Magic Quadrant for Advanced Analytic and ML Platforms came out on February 22nd and there are some big changes in the leaderboard.  Not only are there some surprising upgrades (Alteryx, KNIME, H20.ai) but some…

Continue

Added by William Vorhies on February 27, 2018 at 8:30am — 3 Comments

Off the Beaten Path - HTM-based Strong AI Beats RNNs and CNNs at Prediction and Anomaly Detection

Summary: This is the second in our “Off the Beaten Path” series looking at innovators in machine learning who have elected strategies and methods outside of the mainstream.  In this article we look at Numenta’s unique approach to scalar prediction and anomaly detection based on their own brain research.

 

Numenta, the…

Continue

Added by William Vorhies on February 20, 2018 at 8:30am — No Comments

Off the Beaten path – Using Deep Forests to Outperform CNNs and RNNs

Summary:  How about a deep learning technique based on decision trees that outperforms CNNs and RNNs, runs on your ordinary desktop, and trains with relatively small datasets.  This could be a major disruptor for AI.

 

Suppose I told you that there is an algorithm that regularly beats the performance of CNNs and RNNs at image…

Continue

Added by William Vorhies on February 12, 2018 at 5:00pm — 4 Comments

Cliff Notes for Managing the Data Science Function

Summary:  There are an increasing number of larger companies that have truly embraced advanced analytics and deploy fairly large numbers of data scientists.  Many of these same companies are the one’s beginning to ask about using AI.  Here are some observations and tips on the problems and opportunities associated with managing a larger data science function.

 …

Continue

Added by William Vorhies on February 6, 2018 at 8:09am — 3 Comments

Monthly Archives

2020

2019

2018

2017

2016

2015

2014

Videos

  • Add Videos
  • View All

© 2020   Data Science Central ®   Powered by

Badges  |  Report an Issue  |  Privacy Policy  |  Terms of Service