The “deep” in deep learning refers to the number of hidden layers involved in the design. Deep learning is a way of training artificial intelligence (AI) to recognize specific data, such as speech or faces, and to make predictions based on previous experiences. Unlike machine learning, which organizes and sends data through predefined algorithms, deep […]
Ethics of Data Management in Smart Cities
Click to learn more about author Evelyn Johnson. Smart cities, commonly known as digital cities, use distinctive techniques to implement information and communication technologies (ICT). Creating a diverse ecosystem, smart cities are devoid of an isolated service system. Technologies such as sensors, robots, software, and a network including real-time surveillance have become prime assets to […]
Weaving Together Siloed Business Functions with Digital Thread
Click to learn more about author Keith Higgins. Over 60% of manufacturers are planning to increase their investments in smart factory initiatives over the next few years. That ratio will undoubtedly increase as existing digital transformation projects continue to scale up post-pandemic and new cutting-edge enterprise technology solutions emerge over the next few years. When looking at […]
Cloud GPU Instances: What Are the Options?
Click here to learn more about Gilad David Maayan. If you’re running demanding machine learning and deep learning models on your laptop or on GPU-equipped machines owned by your organization, there is a new and compelling alternative. All major cloud providers offer cloud GPUs – compute instances with powerful hardware acceleration, which you can rent […]
One Year In: How COVID-19 Inspired a Reimagining of Enterprise Workflows
Click to learn more about author Bill Scudder. All adults in the United States are now eligible for a COVID-19 vaccine, a remarkable turnaround from just a few months ago, when high demand was exacerbated by extremely low supply. But the incoming glut of vaccines may be on a collision course with another logistical issue: […]
What Is Naïve Bayes Classification and How Is It Used for Enterprise Analysis?
Click to learn more about author Kartik Patel. What Is Naïve Bayes Classification? Naive Bayes is a classification algorithm that is suitable for binary and multiclass classification. It is a supervised classification technique used to classify future objects by assigning class labels to instances/records using conditional probability. In supervised classification, training data is already labeled with […]
Best Practices to Utilize Your Customer’s Risk Profiles to Increase Revenue and Customer Experience
Click to learn more about author Stuart Tarmy. The pandemic has dramatically transformed a number of industries, including online banking and e-commerce. Some 86% of Americans now use online banking and e-commerce in the U.S. This number has exploded by over 44% from last year. Unfortunately, fraudsters have seized on this spike in online activity to […]
Blockchain Offers Internet of Things Data Quality and Data Security
The rapid advances of blockchain technology and the Internet of Things are changing how business on the internet gets done. Blockchain provides superior data security and Data Quality and, as a consequence, is changing the way people approach big data. This can be quite useful, as security remains a primary concern for Internet of Things […]
How C-Stores Can Optimize Both the Customer Experience and Data Security
Click to learn more about author Tom Callahan. Over the past year, the COVID-19 pandemic has all but silenced any remaining doubt regarding the importance of digital transformation – a truth that is evident across virtually every aspect of how the world now works, shops, and lives. Retailers, and convenience stores (c-stores) in particular, had […]
Making Business Decisions with Mathematical Optimization
Click to learn more about author Keith D. Foote. Mathematical optimization has become a problem-solving technology that can be used to automatically generate solutions to business problems. It helps in selecting the best business choices possible. One basic feature of mathematical optimization is the recognition that decisions, and their resulting actions, have far reaching implications […]