This rubric covers the use of statistical tools working on large datasets to create models and derive inferences, as well as coverage of the field in its entirety. This differs from machine learning primarily in that the latter focuses on functional gradient analysis or neural networks (kernels) to derive models.
Depending on your point of view, Disaster Recovery can either seem overly complicated or unnecessary, but both of those attitudes can be problematic. The fact… Read More »DSC Webinar Series: Now’s Not the Time to Ignore Disaster Recovery. Learn What You Need to Know.
By 2030, oil & gas plays across the United States are expected to produce over 60 million barrels of water every day. Most of this… Read More »DSC Webinar Series: Project PARETO – DOE’s Produced Water Optimization Initiative
Predictive performance and resiliency are equally important requirements for model operationalization. Users would rather have resilient models with “good” performance than models that show high… Read More »DSC Webinar Series: Building Data Pipelines that Drive Highly Predictive, Resilient Models
With great power comes even greater responsibility: AI responsibility to be specific. Organizations, regulators, and data practitioners can all get behind the concept of Responsible… Read More »DSC Podcast Series: Responsible AI Frameworks: An inclusive Future for All
Most ML developers today are not familiar with causal models. Current ML models are based on co-relation. In contrast, causal models deal with cause and… Read More »Understanding Causal AI Applications
The world is facing a reskilling emergency. World Economic Forum highlights that over 54% of people will need to reskill and upskill themselves in the… Read More »How Big Data Can Transform Talent Management
For quite some time now, data science has enjoyed a reputation as the next big revolution in the tech and business landscape. The number of… Read More »10 Best Practices For Data Science
Data science refers to the use of algorithms, systems, technology, etc. to glean insights from data of all kinds. And, Machine learning (ML) and artificial… Read More »Top Ways in Which Data Science Improves E-Commerce Sales
This project for me was personal. I experienced the propaganda machine of the Soviet Union and am horrified to see it used on Americans. As… Read More »Russian Troll Detection By Their Tweets
Database performance allows developers or database administrators to enhance the system resources for lasting performance improvements. Databases are like the central nervous system of an… Read More »5 Ways to Optimize Database Performance
