The ODS destination for PowerPoint uses table templates and style templates to display the tables, graphs, and other output produced by SAS procedures. You can customize the look of your presentation in a number of ways, including using custom style templates and images. Here we'll learn about using background images.
A SAS practice exam can help you prepare for SAS certification. Practice exams are similar in difficulty, objectives, length, and design of the actual exam. While there's no guarantee that passing the practice exam will result in passing the actual exam, they can help you determine how prepared you are for an exam.
When describing the SAS Work/Life Center, I like to say our job is to help you make your life as good as it possibly can be outside of work. So when things aren’t going so great i.e. stress, caregiving, kids won’t sleep, divorce, illness - we appreciate that you think
SAS variables are variables in the statistics sense, not the computer programming sense. SAS has what many computer languages call “variables,” it just calls them “macro variables.” Knowing the difference between SAS variables and SAS macro variables will help you write more flexible and effective code.
Plastic pollution in the oceans is becoming a huge problem. And, as with any problem, finding the solution starts with identifying the source of the problem. A recent study estimated that 95% of the plastic pollution in our oceans comes from 10 rivers - let's put some visual analytics to
You've probably heard about the "80-20 Rule," which describes many natural and manmade phenomena. This rule is sometimes called the "Pareto Principle" because it was discovered by Vilfredo Pareto (1848–1923) who used it to describe the unequal distribution of wealth. Specifically, in his study, 80% of the wealth was held
SAS® supports the creation of deep neural network models. Examples of these models include convolutional neural networks, recurrent neural networks, feedforward neural networks and autoencoder neural networks. Let’s examine in more detail how SAS creates deep learning models using SAS® Visual Data Mining and Machine Learning. Deep learning models with
During SAS Global Forum 2018, I sat down with four SAS users to get their take on what makes a SAS user. Read through to find valuable tips they shared and up your SAS game. I’m sure you will come away inspired, as you discover some universal commonalities in being a SAS user.
During SAS Global Forum 2018, SAS instructor Charu Shankar sat down with four SAS users to get their take on what makes them a SAS user. Read through to find valuable tips they shared and up your SAS game. I’m sure you will come away inspired, as you discover some universal commonalities in being a SAS user.
The %SYSFUNC macro function allows you to access most SAS® functions. In this blog post, I demonstrate how %SYSFUNC can help in your programming needs when a macro function might not exist. I'll also share the formatting feature that is built in to %SYSFUNC and introduce the %QSYSFUNC that masks the returned value.
Jim Harris asks: Do you retain and maintain data, or do you have a data retention strategy?
SAS Visual Analytics filters in 7.4 and 8.2 enable you to improve the appearance of reports based on calculations that use periodic operators. Parameter settings also enable you to provide users with a prompt for choosing the data to display in a report, without having any effect on the calculations themselves.
When I was in Denver for SAS Global Forum 2018, one of our customers asked me for three use cases that show strong return on investment for analytics in today's electric utility industry. Since our energy team has identified at least 125 separate use cases that show how analytics can
There were 97 e-posters in The Quad demo room at SAS Global Forum this year. And the one that caught my eye was Ted Conway's "Periodic Table of Introductory SAS ODS Graphics Examples." Here's a picture of Ted fielding some questions from an interested user... He created a nice/fun graphic,
DESCENDING BY Variables in DATA Step Code that Runs Distributed in SAS Viya
Last week at SAS Global Forum, SAS launched a new solution for law enforcement. Powered by SAS® Visual Investigator, SAS® Intelligence and Investigation Management helps agencies integrate information to uncover sophisticated criminal activity, make connections in real time, and enhance collaboration in investigations. Data and analytics can provide tremendous value
For those who ask if artificial intelligence (AI) will change the world – it already has. Advances in AI have accelerated our ability to consume and act on data. We’ve created machines that can learn on their own using complex calculations involving the largest of data sets. Yet, there’s no
The sweep operator performs elementary row operations on a system of linear equations. The sweep operator enables you to build regression models by "sweeping in" or "sweeping out" particular rows of the X`X matrix. As you do so, the estimates for the regression coefficients, the error sum of squares, and
At the Executive Conference at SAS Global Forum 2018 speaker Dan Heath says customer experiences are defined by peak moments. In this blog post, E.G. Nadhan, Chief Technology Strategist at Red Hat, shares his peak moments from SAS Global Forum 2018.
If you think machine learning will replace demand planners, then don’t read this post. If you think machine learning will automate and unleash the power of insights allowing demand planners to drive more value and growth, then this article is a must read.
The SAS® Global Forum Technology Connection isn’t just an opportunity to show off what SAS has been working on. It’s a chance to meet the people behind SAS® technology, see the results of their relentless curiosity, and understand how the world is transformed by it. Executive Vice President, Chief Operating Officer and
A colleague and I recently discussed how to generate random permutations without encountering duplicates. Given a set of n items, there are n! permutations My colleague wants to generate k unique permutations at random from among the total of n!. Said differently, he wants to sample without replacement from the
This post is an introduction to SAS Visual Forecasting 8.2. We'll build a Visual Forecasting (VF) Pipeline, which is a process flow diagram whose nodes represent tasks in the VF Process. The objective is to show how to perform the full analytics life cycle with large volumes of data: from accessing data and assigning variable roles accurately, to building forecasting models, to select a champion model and overriding the system generated forecast.
The release of SAS Viya 3.3 has brought some nice data quality features. In addition to the visual applications like Data Studio or Data Explorer that are part of the Data Preparation offering, one can leverage data quality capabilities from a programming perspective. Here is an overview of SAS Data Quality 3.3 programming capabilities.
You can now enable Kerberos delegation across the SAS Platform, using a single strong authentication mechanism across that single platform. As always with configuring Kerberos authentication the prerequisites, in terms of Service Principal Names, service accounts, delegation settings, and keytabs are important for success.
Phil Simon discusses some of the analytics considerations with record-level security.
The financial services industry has witnessed considerable hype around artificial intelligence (AI) in recent months. We’re all seeing a slew of articles in the media, at conference keynote presentations and think-tanks tasked with leading the revolution. AI indeed appears to be the new gold rush for large organisations and FinTech
Gut Health has become the new health buzz and for good reason because, like Hippocrates said, “All disease begins in the gut.” Getting your GI tract in tip top shape requires making adjustments to your diet and lifestyle to heal inflammation, repair any damage, and weed and feed your gut
Sometimes it is important to ensure that a matrix has unique rows. When the data are all numeric, there is an easy way to detect (and delete!) duplicate rows in a matrix. The main idea is to subtract one row from another. Start with the first row and subtract it
The SAS Jedi Mark Jordan presents his SAS Global Forum 2018 paper "Working with Big Data in SAS"
