Digital twin development: Why simulations are critical
SAS' Bahar Biller reveals how simulations enable KPI generation, risk quantification, risk management and more.
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Reinforcement Learning (RL): How we removed hurdles to adoption
Wouldn’t it be cool if we establish a mechanism that provides more data scientists easy access to SAS Reinforcement Learning capabilities, from a centralized location and using a standardized approach?
The SAS Batting Lab: The model powering the analysis
SAS research statistician Ji Shen reveals how to train a machine to be a batting coach.
Using Bayesian Additive Regression Trees for Flexible Outcome Modeling
SAS' Michael Lamm gives an overview of Bayesian Additive Regression Trees (BART) and demonstrates training and scoring BART models in SAS Visual Statistics.
How to become a data scientist: Who lives at the beach
Robert Blanchard's role as a data scientist at SAS has afforded him the flexibility to live where he wants, in his case, on a beach in San Diego.
Python à la carte: Configure repeatable & reusable Python environments
The Proc Python procedure, Python code editor & Python code step facilitate low-code analytics calling Python and SAS from a common interface. Data scientists also appreciate the connection to Python & R through the Model Studio Open-source Code node. Older methods of interaction include the swat and sas_kernel packages running on Python clients.
Assess model bias in SAS Viya 4
SAS' Ricky Tharrington and Jagruti Kanjia explain two ways bias shows up in model predictions.
Vehicle Routing Problem - A beer distribution example in Asheville
The Vehicle Routing Problem (VRP) algorithm aims to find optimal routes for one or multiple vehicles visiting a set of locations and delivering a specific amount of goods demanded by these locations. Problems related to the distribution of goods, normally between warehouses and customers or stores, are generally considered vehicle routing problems. For this article's example, let’s consider a real (and awesome) brewery that needs to deliver beer kegs to different bars and restaurants throughout multiple locations.
High-performance calculation of heat maps using CAS
SAS' Jordan Leiker shows you how any CAS action can be used with image data to create heat maps.
Computer vision solutions with privacy-by-design
SAS' Hamza Ghadyali reveals how to build computer vision solutions with privacy baked into their design.