sas publishing

7月 242020
 

SAS Press has added to its selection of free downloadable eBooks with the new SAS and Open-Source Model Management® – Special Collection.

From the description:

“Turn analytical models into business value and smarter decisions with this special collection of papers about SAS Model Management. 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. 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.”

As we know, the diversity and multitude of tools, programming languages, algorithms and skills is reshaping Models’ Management best practices. 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.

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.

Key Take Aways

  1. How you can put ML in production and turn your models into business value.
  2. How SAS openness allows you to leverage any open-source technology.
  3. How SAS Model Management solution enables you to register, test, deploy, monitor and retrain analytical models.

Papers Selected

  • The Aftermath What Happens After You Deploy Your Models and Decisions
    By David Duling
  • Turning the Crank: A Simulation of Optimizing Model Retraining
    By David Duling
  • Open-Source Model Management with SAS® Model Manager
    By Glenn Clingroth, Hongjie Xin, and Scott Lindauer
  • Deploying Models Using SAS® and Open-Source
    By Jared Dean
  • Cows or Chickens: How You Can Make Your Models into Containers
    By Hongjie Xin, Jacky Jia, David Duling, and Chris Toth
  • Choose Your Own Adventure: Manage Model Development via a Python IDE
    By Jon Walker
  • Build Your ML Web Application Using SAS AutoML
    By Paata Ugrekhelidze
  • Monitoring the Relevance of Predictors for a Model Over Time
    By Ming-Long Lam
  • Model Validation
    By Hans-Joachim Edert and Tamara Fischer

If you are interested in other topics, like Forecasting, Computer Vision, Text Analytics, find more free downloadable eBooks in the Special Collection series at support.sas.com/freesasebooks.

SAS and Open-Source Model Management (free eBook) was published on SAS Users.

6月 112019
 

Sometimes the questions are complicated, and the answers are simple. - Dr. Seuss

It seems appropriate that this blog include a Dr. Seuss quote about learning when discussing a new simple, yet deceivingly powerful initiative to help SAS customers with their journey to discover as much as possible about our products. If you haven’t heard of our SAS Help Center, it serves as your gateway to SAS documentation on SAS products and services. It is organized in topic-focused collections, making it easy to navigate.

For some time now, the leadership here in SAS Publications has heard what our customers have been saying about the need for supplemental materials to enrich the value of SAS documentation in the Help Center.

Since we value the customers’ opinion above all, SAS Publications has recently added a new feature to the SAS Help Center that allows customers to learn about related resources associated with the documentation they are reading. With this new feature, we have made it easier for customers to discover and explore the wealth of helpful materials SAS already provides. These SAS-created resources could be videos, blogs, white papers, sample code, examples, and more. The first iteration of this feature quietly went live in the Help Center during September of 2018. And since then, our technical writers have added SAS-authored resources to their Help Center pages.

To find this bounty of useful information, be on the lookout for a sticky “RESOURCES” button on the far-right side of the page when exploring documentation in the SAS Help Center:

Clicking the “RESOURCES” button will open up a list of Related Resources. This will allow the user to select a menu item.

When the chosen resource is selected, it will be displayed in a new tab.

We here in SAS Publications think it is important to highlight work like this because we value a quality learning experience, and take seriously efforts to shape our relationship with our customers. A quality customer experience is one where it is easy to find the resources that directly answer the customer’s questions: the customer shouldn’t have to hunt high and low, and then wonder whether they’ve found “everything” that answers their questions. We will work to ensure customers have a one-stop location tied to our Documentation’s Help Center that will allow them to get the most value out of their SAS investment.

But Publications wants this tool to be used and grow – and we can’t do this alone. We need customers to discover and use this tool, and give us feedback on how we can improve this unassuming, yet important, initiative in future phases.

To that point, please feel free to contact me if you have questions or ideas about the related resources initiative. We look forward to hearing from you, working with you, and most importantly, providing a quality-focused customer experience.

New related resource initiative in the SAS Help Center was published on SAS Users.

1月 102019
 

Does this situation sound familiar? You have a complex analysis that must be finished urgently. The data was delivered late and its quality and structure are far from the expected standard. The time pressure to present the results is huge, and your SAS program is not giving you the expected [...]

The post Favorite SAS Press books from a SAS Press author appeared first on SAS Learning Post.

11月 212017
 

Motivating students is one of the major challenges teachers and student advocates face on a daily basis and encouraging students to be interested in analytics is a whole other mountain to climb, or is it? What motivates students? Often we make assumptions that students are not motivated or are not [...]

The post Using SAS to Help Girl Scouts Grow Cookie Sales! appeared first on SAS Learning Post.

8月 102017
 

In this post I describe the important tasks of data preparation, exploration and binning.These three steps enable you to know your data well and build accurate predictive models. First you need to clean your data. Cleaning includes eliminating variables which have uneven spread across the target variable. I give an [...]

The post 3 steps to prepare your data for accurate predictive models in SAS Enterprise Miner appeared first on SAS Learning Post.

3月 012017
 

Whether you are just getting started with SAS or an experienced user there are a slew of free resources you should know about. First, you can download and learn SAS for free. SAS University Edition is available for anyone who wants to learn SAS. Additionally, SAS offers many free online [...]

The post Free SAS resources that every SAS user should know about appeared first on SAS Learning Post.

2月 212017
 

Editor's note: This series of blogs addresses the questions we are most frequently asked at SAS Press! In our last post about how to write a good outline, we discussed the importance of developing an outline for your proposed SAS Press book and gave some tips on how to do [...]

The post 7 Simple Steps from Proposal to Print: Development of a SAS Press Book appeared first on SAS Learning Post.