Summary: There are several things holding back our use of deep learning methods and chief among them is that they are complicated and hard. Now… Read More »Automated Deep Learning – So Simple Anyone Can Do It
Summary: If you’re still writing code to clean and prep your data you’re missing big opportunities for efficiency and consistency with modern data prep platforms.… Read More »What’s New in Data Prep
Summary: We are entering a new phase in the practice of data science, the ‘Code-Free’ era. Like all major changes this one has not sprung… Read More »Practicing ‘No Code’ Data Science
Summary: Where do we look to see the most advanced chatbots and the most complete application of AI? Chatbots designed as ‘artificially intelligent psychological counseling… Read More »Your AI Shrink Will See You Now
Summary: IBM’s Watson QAM (Question Answering Machine), famous for its 2011 Jeopardy win was supposed to bring huge payoffs in healthcare. Instead both IBM and… Read More »Watson – Time to Prune the ML Tree?
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… Read More »Combining CNNs and RNNs – Crazy or Genius?
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… Read More »AI Strategies – Incremental and Fundamental Improvements
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 provide… Read More »Comparing the Four Major AI Strategies
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… Read More »Comparing AI Strategies – Systems of Intelligence
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… Read More »Comparing AI Strategies – Vertical vs. Horizontal
