Click to learn more about co-author Maarit Widmann. Click to learn more about co-author Alfredo Roccato. This is the second part of a the From Modeling to Scoring Series, see Part One here. Wheeling like a hamster in the Data Science cycle? Don’t know when to stop training your model? Model evaluation is an important part […]
How AI Is Revolutionizing Social Visibility
Click to learn more about author Ashok Sharma. Artificial intelligence has the power to revolutionize the social visibility of brands, making way for a very inclusive approach towards online marketing. Today, the power of digital marketing and artificial intelligence go hand in hand. Artifical intelligence (AI) in digital marketing is useful in gathering data from all […]
Embedded BI: A Simple, Seamless, Secure Solution
Click to learn more about author Daniel Jebaraj. Business intelligence (BI) today is experiencing a great divide. On one side are standalone applications designed solely for business analytics, such as Tableau or Power BI. End-users bring their data — which may come from many different sources — to the standalone application to perform analyses and […]
Are We a $1B Investment Away from General AI?
Click to learn more about author Paul Barba. As most anyone following AI knows, the R&D company OpenAI recently released a paper on GPT-3, its third-generation language model which, at 175 billion parameters, has the claim to fame of being about an order of magnitude larger than any language model that came before it. Currently […]
The State of Enterprise NLP in 2020: Five Things to Know
Click to learn more about author Ben Lorica. It’s no surprise that Natural Language Processing (NLP) technology has been gaining steam in the enterprise over the last several years. With the power to predict disease, sift through hundreds of resumes to find a perfect job candidate, help identify and resolve customer service issues, and even […]
Five Key Features for a Machine Learning Platform
Click to learn more about co- author Ion Stoica. Click to learn more about co- author Ben Lorica. Machine learning platform designers need to meet current challenges and plan for future workloads. As machine learning gains a foothold in more and more companies, teams are struggling with the intricacies of managing the machine learning lifecycle. […]
Converting Pirates to Paying Customers: Layered Software License Compliance
Click to learn more about author Victor DeMarines. Revenue leakage is detrimental to any business, even in the best of times. During challenging market conditions, as seen today when companies of all types are adjusting to the impact of the COVID-19 pandemic, shoring up that outflow is particularly important. Within the commercial software industry, piracy and […]
Guided Visualization and Guided Exploration
Click to learn more about co-author Scott Fincher. Click to learn more about co-author Paolo Tamagnini. Click to learn more about co-author Maarit Widmann. No matter if we are experienced data scientists or business analysts, one of our daily routines is the easy and smooth extraction of the relevant information from our data regardless of […]
Operationalizing Analytics with DataOps and ModelOps
Click to learn more about co-author Prashanth Southekal. Click to learn more about co-author Harsh Vardhan. If you look to separate the hype in the market from the reality faced by organizations in operationalizing analytics — you’ll notice a gap. In 2019, Gartner reported that over 80 percent of analytics initiatives did not deliver business […]
What Are GPUs and Why Do Data Scientists Love Them?
Click to learn more about author Eva Murray. Move over, CPUs. The GPUs have arrived in modern enterprises, and data scientists are eager to use them for their modeling and deep learning applications. Why is this happening, and what are the advantages GPUs bring for Data Science applications? Read on and find out. What Are GPUs? GPUs, or graphics […]