Pemerintah mengambil kebijakan pembelajaran beralih dari sistem luring ke sistem online (daring). If you are interested in other topics, like Forecasting, Computer Vision, Text Analytics, find more free downloadable eBooks in the Special Collection series at /freesasebooks.Mewabahnya virus Covid-19, yang ditetapkan oleh WHO sebagai pandemi global pada awal Maret 2020, menyebabkan terjadinya perubahan yang signifikan terhadap banyak aspek di dunia, termasuk Indonesia, diantaranya dalam aspek pendidikan. Monitoring the Relevance of Predictors for a Model Over Time.Build Your ML Web Application Using SAS AutoML.Choose Your Own Adventure: Manage Model Development via a Python IDE.Cows or Chickens: How You Can Make Your Models into Containersīy Hongjie Xin, Jacky Jia, David Duling, and Chris Toth.Deploying Models Using SAS® and Open-Source.Open-Source Model Management with SAS® Model Managerīy Glenn Clingroth, Hongjie Xin, and Scott Lindauer.Turning the Crank: A Simulation of Optimizing Model Retraining.The Aftermath What Happens After You Deploy Your Models and Decisions.How SAS Model Management solution enables you to register, test, deploy, monitor and retrain analytical models. How SAS openness allows you to leverage any open-source technology. How you can put ML in production and turn your models into business value.

In this eBook, we have carefully selected several papers and best practices from SAS Global Forum 2020 on how to ML in production and become an Expert in each step of the Model Management Lifecycle. The “New Normal” has brought an immediate need to adopt Model Management’s solutions which enable users to register, test, deploy, monitor and retrain models, in a scalable and structured way, leveraging their open-source/commercial development tool of choice. SAS Model Management solutions enable organizations to register, test, deploy, monitor, and retrain analytical models, leveraging any available technology – including open-source models in Python, R, and TensorFlow –into a competitive advantage.”Īs we know, the diversity and multitude of tools, programming languages, algorithms and skills is reshaping Models’ Management best practices.

Without a structured and standardized process to integrate and coordinate all the different pieces of the model life cycle, a business can experience increased costs and missed opportunities. “Turn analytical models into business value and smarter decisions with this special collection of papers about SAS Model Management. SAS Press has added to its selection of free downloadable eBooks with the new SAS and Open-Source Model Management® – Special Collection.

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