“When we’re talking about streaming analytics, we’re talking about flipping our traditional paradigm a little bit and thinking about how we bring analytics to our data, and not necessarily data to our analytics,” said Kimberly Nevala, the Director of Business Strategies for SAS Best Practices, while discussing streaming analytics during the DATAVERSITY® Enterprise Analytics Online […]
How Is AI Revolutionizing the Digital Marketing Industry?
Click to learn more about author Sawaram Suthar. Automation technology has completely revolutionized how marketers engage their customers over the past five years. It allows for more engaging, relevant, and targeted marketing. That’s why it comes as no surprise that nearly one-third of the CMO budget was allocated to marketing technology this year. However, this […]
What to Look for in a Model Server to Build Machine Learning-Powered Services
Click to learn more about co- author Ion Stoica. Click to learn more about co- author Ben Lorica. Machine learning is being embedded in applications that involve many data types and data sources. This means that software developers from different backgrounds need to work on projects that involve ML. In our previous post, we listed key […]
Guided Labeling Episode 5: Blending Knowledge with Weak Supervision
Click to learn more about author Paolo Tamagnini. Welcome to the fifth episode of our Guided Labeling Blog Series.In the last four episodes, we introduced Active Learning and a practical example with body mass index data, which shows how to perform active learning sampling via the technique “exploration vs exploitation”. This technique employs label density and model uncertainty […]
What Is Augmented Data Preparation and Why Is It Important?
Click to learn more about author Kartik Patel. The average business user does not have a full grasp of advanced data discovery or data preparation methods, and most organizations would not want business users to waste precious time trying to navigate the complexities of a manual data preparation process. If a business provides a solid foundation for self-serve business intelligence […]
COVID-19 and the Security of Medical IoT Devices
Click here to learn more about author Harsh Arora. The global pandemic has affected the digital space in a drastic way. There were times when people used to be afraid when they were told to be digital, and now, we don’t have much of a choice. The current crisis has prompted the medical sector to […]
Automation and AI: Challenges and Opportunities
Businesses across the globe are fascinated with the idea of AI and automation because this advanced technology promises operational efficiency, enhanced processes, and substantial cost savings. However, AI and its allied technologies have also created uncertainties, confusion, and doubts about the human capability for adopting, deploying, and executing these magical systems in actual business situations […]
From Modeling to Scoring: Correcting Predicted Class Probabilities in Imbalanced Datasets
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 […]
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 […]