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 dat...
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DSC Podcast Series: AI & Deep Learning at SAS Part 2
In this latest Data Science Central podcast, we will continue to explore the hot topic of AI and Deep Learning at SAS. We will discuss how the SAS platform enables the de...
DSC Podcast Series: AI & Deep Learning at SAS Part 1
In this latest Data Science Central podcast, we will introduce you to the hot topic of AI and Deep Learning at SAS. We will cover what is AI, what capabilities SAS offers...
DSC Podcast Series: Machine Learning: 10 Exciting Developments
In this latest Data Science Central podcast, you will hear about how SAS is accelerating the machine learning lifecycle from data preparation, to model building, and to d...
The Two (Conflicting) Definitions of AI
Summary: There are two definitions currently in use for AI, the popular definition and the data science definition and they conflict in fundamental ways. If you’re ...
Things that Aren’t Working in Deep Learning
Summary: This may be the golden age of deep learning but a lot can be learned by looking at where deep neural nets aren’t working yet. This can be a guide to calmin...
DSC Webinar Series: Deep Learning – Introduction to Neural Networks
Deep Learning has shown tremendous success, but what makes it so special? What are neural networks, and how do they work? What are the differences between popular Deep Le...
Deep Learning Networks: Advantages of ReLU over Sigmoid Function
This was posted as a question on StackExchange. The state of the art of non-linearity is to use rectified linear units (ReLU) instead of sigmoid function in deep neural n...
DSC Webinar Series: State of the Art Deep Learning on Apache Spark™
Big data and AI are joined at the hip: the best AI applications require massive amounts of constantly updated training data to build state-of-the-art models. Increasingly...
Digital Decisioning Platforms – A New Way to Slice the Pie
Summary: Digital Decisioning Platforms is a new segment identified by Forrester that marries Business Process Automation, Business Rules Management, and Advanced Analyt...