Combining CNNs and RNNs – Crazy or Genius?
Summary: There are some interesting use cases where combining CNNs and RNN/LSTMs seems to make sense and a number of researchers pursuing this. However, the latest tren...
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AI Strategies – Incremental and Fundamental Improvements
Summary: Before starting to develop an AI strategy, make sure your team understands the limits of what is reasonable today, as well as incremental improvements that mig...
Comparing the Four Major AI Strategies
Summary: Now that we’ve detailed the four main AI-first strategies: Data Dominance, Vertical, Horizontal, and Systems of Intelligence, it’s time to pick. Here we ...
DSC Webinar Series: Semantics and Cognition for Visual Analytics
Semantics is an area of linguistics and natural language processing to help make sense and meaning of the world around us. In visual analytics, using principles of semant...
Bill Vorhies Retrospective: Part 6
Bill is the Editorial Director for Data Science Central, and President and Chief Data Scientist at Data-Magnum, providing predictive analytics and big data infrastructur...
Comparing AI Strategies – Systems of Intelligence
Summary: The fourth and final AI strategy we’ll review is Systems of Intelligence (SOI). This is getting nearly as much attention as the Vertical strategy we previo...
DSC Podcast Series: Infrastructure Considerations for Deploying Deep Learning at Scale
Every organization wants to infuse the power of AI in its business. In this second of two parts we’ll explore the productivity, performance and cost considerations that...
Comparing AI Strategies – Vertical vs. Horizontal
Summary: Getting an AI startup to scale for an IPO is currently elusive. Several different strategies are being discussed around the industry and here we talk about t...
From Strategy to Implementation – Planning an AI-First Company
Summary: Our recent series of articles on AI strategies shows the options available for the strategic direction of your AI-first company. Here are some thoughts on mo...
How you can stay up to date with your #AI and #MachineLearning knowledge
Andrew Ng is a great fan of reading research papers as a long term investment in your own study (On Life, Creativity, And Failure about Andrew Ng). Anyone who has work...