Sequence models, especially recurrent neural network (RNN) and similar variants, have gained tremendous popularity over the last few years because of their unparalleled ability to handle unstructured sequential data. The reason these models are called “recurrent” is that they work with data that occurs in a sequence, such as text
SAS Visual Analytics takes advantage of the performance and scalability of the SAS Viya platform, providing a BI framework that can work with massive amounts of data, bringing forward the powerful analytics that has made SAS the market leader in this space. Learn more about SAS Visual Analytics on the new SAS platform.
Light lengthens the day and allows us more time to learn, socialize, contemplate and create. Exploring NASA nighttime satellite images shows how illumination patterns have changed over time. Increases and decreases in illumination show the effects of human civilization on earth. From population collapse and destruction in war zones to economic
Logs. They can be an administrator’s best friend or a thorn in their side. Thankfully, the chances of that happening with your SAS Viya 3.3 deployment is greatly reduced due to the automatic log management in SAS Viya, which archives log files every day.
The SURVEYSELECT procedure in SAS 9.4M5 supports the OUTRANDOM option, which causes the selected items in a simple random sample to be randomly permuted after they are selected. This article describes several statistical tasks that benefit from this option, including simulating card games, randomly permuting observations in a DATA step,
You've probably seen in the news that a volcano erupted in Guatemala recently. But do you really know much about this volcano, or even where it's located? Hopefully this blog post will get you up to speed on your volcanology! Pictures of a recent volcano erupting in Hawaii show slow-moving
Everything's big in Texas - at least that's what they say! Therefore let's have a bit of graphical fun, and use Texas as a unit of measure (let's call it a 'tex'). More on that later - but first, here's a picture of my friend Jennifer posing beside a rather
GDPR requires more than a simple privacy policy update. David Loshin outlines changes needed in the data management environment.
Years ago, I wrote an article about how to create a Top 10 table and bar chart. The program can be trivially modified to create a "Top N" table and plot, such as Top 5, Top 20, or even Top 100. Not long after the article was written, the developer
For software users and SAS administrators, the question of how to streamline their approach into the easiest to use system that most effectively completes the task at hand. At SAS Global Forum 2018, the topic of a “Big Red Button” for the SAS Platform was an idea that got audience members excited. Here's a review of that talk.
With talk of tariffs in the news lately, I'm sure everyone is curious about possible ways to bypass them. One possible loophole is using the foreign-trade zones (FTZs) in the US. What are FTZs, and where are they located? Read along and find out!... The Foreign-Trade Zone act was passed in
Called out as two common IT threads in my previous blog post, how do artificial intelligence and automation connect with another prominent movement, the Internet of Things (IoT)? First, consider these predictions from IDC on IoT. By 2020, At least 45 percent of IoT-created data will be stored, processed, analyzed
You will not find an object in SAS Visual Analytics named Dynamic Text. Instead, you will find a Text object that allows you to insert dynamically driven data items. By using the Text object’s dynamic capabilities you can build custom report titles, object titles, emphasize measures and even supply the last modified time of the data source in your SAS Visual Analytics Report. In this post, I will outline the ways how you can leverage Dynamic Text in a SAS Visual Analytics Report.
Why do people donate money to politicians and political parties? Sometimes it's because they agree with the platform, but sometimes it might be for potential financial benefits. When it comes to large donations from Fortune 500 companies, I suspect the latter! And since politics has been in the news a
We asked banking leaders. Here’s a sneak peek of our findings in advance of our June 12 webinar How important is customer experience in banking today? Very. It's the number one business challenge banks face, surpassing even regulatory compliance, because it links directly to revenue. And the stakes are only
What can you learn from a chief data scientist who's worked in analytics for for 25 years and has been involved in the development of many key SAS solutions, including SAS Enterprise Miner? As a veteran of the analytics industry, Wayne Thompson has witnessed the evolution of machine learning and
Interactive reports with SAS Visual Analytics allow you to access the interface and product instantly. Simply choose a report to navigate and explore in our SAS Visual Analytics 8.2 viewer. There are reports for warranty analysis, retail insights, water consumption and quality, banking and risk and network performance.
A previous article showed how to use a calibration plot to visualize the goodness-of-fit for a logistic regression model. It is common to overlay a scatter plot of the binary response on a predicted probability plot (below, left) and on a calibration plot (below, right): The SAS program that creates
I love this SAS theme. For SAS users it hints at the power that SAS analytics provides to their businesses. Software so amazing it has the “ability to transform what was impossible into the entirely possible”. Fitness shares that same sense of hope and inspiration. It has the ability to
It is imperative for developers, whether hardware or software engineers, to foresee unintended (probable or improbable) system usages and implement features that will make their creations foolproof, that is protected from misuse. Learn more about developing foolproof solutions with this old Russian anecdote.
Remember when electric vehicles were a new thing? Just a few years ago, everywhere we turned there were opinions, white papers, and articles espousing the wonders of electric vehicles, and an equal chorus of voices warning of the dangers and challenges of electric vehicles. Would they blow up half of
According to a recent Bloomberg article, this year the United States passed Hong Kong and Singapore to become the country with the world's most competitive economy! They say, "The U.S. dethroned Hong Kong to retake first place among the world's most competitive economies, thanks to faster economic growth and a
Maybe you’ve heard of text analytics (or natural language processing) as a way to analyze consumer sentiment. Businesses often use these techniques to analyze customer complaints or comments on social media, to identify when a response is needed. But text analytics has far more to offer than examining posts on
SAS Enterprise Miner has been a leader in data mining and modeling for over 20 years. The system offers over 80 different nodes that help users analyze, score and model their data. Here are the Top Ten Tips for Enterprise Miner from a user with more than 20 years of experience.
The SAS language provides syntax that enables you to quickly specify a list of variables. SAS statements that accept variable lists include the KEEP and DROP statements, the ARRAY statement, and the OF operator for comma-separated arguments to some functions. You can also use variable lists on the VAR statements
The BFD on RFPs Software selection teams are prone to issuing lengthy requests for information (RFIs) or requests for proposals (RFPs), with page after page of check boxes for so-called requirements. Vendors stay in contention by dutifully checking off each box as either “available now,” “available in next release,” or
When you realize your organization has a forecasting problem, what do you do to solve it? In particular, if you realize you need new forecasting software, how do you begin to find it? All too often, the first step in a software selection process is the Request for Proposal (RFP)
Have you ever tried to plot data on a map of Antarctica ... and been thoroughly frustrated or confused? If you're that person, or even a seasoned map maker wanting to hone your skills, then this blog post is for you! But first, here is a picture to get you
Poverty. It's a bit difficult to define who lives in poverty - I guess it's a relative thing, and depends on the standard of living of the people around you. Today we're going to take a look at the child poverty rates in several 'rich' countries (such as the United
In this first of two posts, Phil Simon chimes in on the prospect of data protection regulation in the US.
