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 […]
Will They Blend? Google BigQuery Meets Databricks
Click to learn more about author Emilio Silvestri. In the “Will They Blend?” blog series, we experiment with the most interesting blends of data and tools. Whether it’s mixing traditional sources with modern data lakes, open-source DevOps on the cloud with protected internal legacy tools, SQL with noSQL, web-wisdom-of-the-crowd with in-house handwritten notes, or IoT […]
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 […]
Case Study: Indiana University, Data Virtualization, and The Decision Support Initiative
“We can throw business intelligence tools at problems and we can have really smart technicians write code but if it’s not serving the needs of the business and actually answering questions that people need to know, then ultimately, our work is futile,” said Dan Young, Chief Data Architect at Indiana University (IU). Young said that […]
Seven Data Management Tips and Best Practices for Small Business Owners
Click to learn more about author Lidia S. Hovhan. Data is all-pervading in the modern world. Regardless of one’s industry or field, every organization always uses data in their everyday operations to help them attain their goals or help monitor their performance. However, without incorporating Data Management best practices, your data analysis may be flawed. […]
Webinar: Success Stories for Data-to-Cloud
To view just the slides from this presentation, click HERE>> This webinar is sponsored by: About the Webinar Companies are finding accessing data from a variety of sources can be labor-intensive and costly. Oftentimes these companies are looking to cloud solutions, but are then finding the traditional architecture brittle when trying to move data to […]
Slides: Success Stories for Data-to-Cloud
Slides: Success Stories for Data-to-Cloud from DATAVERSITY To view just the On Demand recording of this presentation, click HERE>> This webinar is sponsored by: About the Webinar Companies are finding accessing data from a variety of sources can be labor-intensive and costly. Oftentimes these companies are looking to cloud solutions, but are then finding the […]
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 […]
Maximizing the Value of Data for Your Health Care Organization
Click to learn more about author Helena Schwenk. The data value chain goes all the way from data capture and collection to reporting and sharing of information and actionable insights. As data doesn’t differentiate between industries, different sectors go through the same stages to gain value from it. There are, however, some challenges that are […]
Interactive Exploration and Analysis of Scientific Datasets
Click to learn more about author Martyna Pawletta. The availability of scientific datasets in Google BigQuery opens new possibilities for the exploration and analysis of public life sciences data. The Google Cloud Platform (GCP) provides a place where SQL queries can be easily and intuitively created in order to explore huge datasets extremely fast. Here we present […]