If you’ve ever contemplated AI's messy reality and political nature, the interplay of technology with society and the impact of AI on democracy, we have a conversation for you. As AI rapidly expands, it has sparked numerous discussions and debates. One theory is that AI is inherently political. This viewpoint
A previous article discusses rank correlation and lists some advantages of using rank correlation. However, the article does not show examples where an analyst might prefer to report the rank correlation instead of the traditional Pearson product-moment correlation. This article provides three examples where the rank correlation is a better
SAS' Chris Hemedinger announces the SAS Customer Recognition Awards, which applaud SAS customers and partners helping us change the world through analytics.
In today's world, data-driven systems make significant decisions across industries. While these systems can bring many benefits, they can also foster distrust by obscuring how decisions are made. Therefore, transparency within data driven systems is critical to responsible innovation. Transparency requires clear, explainable communication. Since transparency helps people understand how
SAS' Brandon Reese the EURO Meets NeurIPS 2022 Vehicle Routing Competition, which combined efforts of operations research and machine learning experts.
Soaring costs are hitting the public sector hard, squeezing budgets and making it difficult to deliver vital services at a time when many are in high demand. Government departments were told they need to ‘identify savings to manage pressures from higher inflation’ in last year’s Autumn Statement – but how
I recently discussed introductory programming with a colleague who teaches Python at a university. He told me about the following introductory programming assignment: Let N be an integer parameter in the range [1, 9]. For each value of N, find all pairs of one-digit positive integers d1 and d2 that
SAS Hackathon team, Data Hack Freaks, created an artificial intelligence (AI) and machine learning (ML) based dynamic pricing approach that allows insurance providers to adjust pricing based on the changing nature of the risk behavior of their customers. This solution has three major components: The loss ratio score, telematics score
At SAS, where you start doesn’t have to be where you end; and there is ample opportunity for internal career mobility. That couldn’t be truer for Brandi Davis, who recently took on a new role that aligned with her skills, strengths and passions. The best part? She didn’t need to
The last few years have been full of disruption. As a leader, there were days when it felt like all I did was find ways to solve the latest unprecedented problem. While things have certainly stabilized since the early days of the pandemic, business hardly feels “as usual.” The recent
Given the headlines each week, it is clear that global disruption and economic volatility are not slowing down. At the same time, information overload is far exceeding human capacity. Despite these pressures, business goals remain the same: improve revenue, increase margins, operate more efficiently and meet customer expectations. So, how do
When your company's resiliency is put to the test, how will you manage? Do you have a game plan that keeps the ball in your hands throughout the game? Or if there's a turnover, can you quickly regain control and execute a strong offense? How much of your resiliency playbook
A previous article discusses the issue of a confounding variable and uses correlation to give an example. The example shows that the correlation between two variables might be affected by a third variable, which is called a confounding variable. The article mentions that you can use the PARTIAL statement in
The SAS Resiliency Rules report explores the global resiliency landscape. This report highlights country-specific findings about the ongoing market challenges, the difference between an importance in attaining resiliency versus perceived resiliency, and the principles companies need to follow to drive business resiliency. Our research defines resiliency as the ability of
When you eat the rainbow, you get a rainbow of nutrients and health benefits. In this occasional series, we’ve been discussing what each color of the rainbow – red, orange, yellow, green, blue and purple – has to offer and how you can incorporate more of these colorful foods into your
A data analyst wanted to estimate the correlation between two variables, but he was concerned about the influence of a confounding variable that is correlated with them. The correlation might affect the apparent relationship between main two variables in the study. A common confounding variable is age because young people
Welcome to the continuation of my series Getting Started with Python Integration to SAS Viya. In this post I'll discuss how to count missing values in a CAS table using the Python SWAT package. Load and prepare data First, I connect my Python client to the distributed CAS server and named
SAS' Ali Dixon and Mary Osborne reveal why a BERT-based classifier is now part of our natural language processing capabilities of SAS Viya.
I can bet we have all experienced nights where we lay in bed and find ourselves unable to fall asleep. By watching this six-minute video with Psychiatrist Dr. Duke-Sui, you can learn one technique to help you get to sleep. Listen and then try it tonight! Wishing you a restorative
Today, more than half of the world’s habitable land is used for agriculture. It fuels the economy, a large portion of the supply chain and, most importantly, people. With an ever-growing population, it is crucial to work with crops efficiently. A critical factor in growing crops is knowing the condition
With an industry skills gap upon us, an estimated 85% of Fortune 500 organisations are still looking for talent today. SAS remains committed to helping university students with SAS® skills gain work placement with SAS customers today – as they’ve done for over a decade. Westpac is Australia’s first bank
5,821 days. That’s the time that separates Silicon Valley Bank’s (SVB) collapse and the failure of real estate investment trust New Century in 2007, notably the first domino to fall in the Global Financial Crisis (GFC) of 2007-08. Last week’s events represent a sobering reality check. In 2023, banks can
Welcome to my series on getting started with Python integration to SAS Viya for predictive modeling. Exploring Data - Learn how to explore the data before fitting a model Working with Dates - Learn how to format a SAS Date and calculate a new column Imputing Missing Values - Learn
Welcome to the first post in my series Getting Started with Python Integration to SAS Viya for Predictive Modeling. I'm going to dive right into the content assuming you have minimal knowledge on SAS Cloud Analytic Services (CAS), CAS Actions and Python. For some background on these subjects, refer to
In a previous article about Markov transition matrices, I mentioned that you can estimate a Markov transition matrix by using historical data that are collected over a certain length of time. A SAS programmer asked how you can estimate a transition matrix in SAS. The answer is that you can
One of Warren Buffett’s most famous quotes goes like this: “Only when the tide goes out do you discover who’s been swimming naked.” That time is now for interest rate risk managers, who have been basking in the warm sea of declining interest rates for most of the last four
SAS is committed to fostering an inclusive culture and work environment where everyone can thrive, be their authentic self, and achieve their full innovative potential. Every February we shine a special light on the Black experience by celebrating Black History Month – a time to recognize and reflect on the
Consumer goods manufacturers have faced significant challenges over the past few years due to rapidly changing demand and supply disruptions in their end-to-end supply chain. As a result, manufacturers have realized the need to strengthen their resilience and have prioritized assessing their manufacturing capacity to maximize output and automation. To
As in most other sectors, health care is changing at lightning speed. Access to data makes it possible to speed up clinical trials, develop more personalized medication, make quicker and better diagnoses, improve the quality of patient care and save lives. The pandemic has sped up digital transformation in every
Most homeowners know that large home improvement projects can take longer than you expect. Whether it's remodeling a kitchen, adding a deck, or landscaping a yard, big projects are expensive and subject to a lot of uncertainty. Factors such as weather, the availability of labor, and the supply of materials,
