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4 + 1 Model of Data Science: Before diving into the complex world of data science it seemed to wise to establish a shared definition of the field. Here at the UVA School of Data Science, we have defined data science with the 4 + 1 Model. This model serves an outline for the first series of UVA Data Points. It also serves as a guiding definition within the School of Data Science, touching everything from research to course planning. In this introduction trailer, host Monica Manney discusses the history, development, and function of the 4 + 1 Model of Data Science with its main author, Raf Alvarado. Below is a brief expect from An Outline of the 4 + 1 Model of Data Science by Raf Alvarado: “The point of the 4 + 1 model, abstract as it is, is to provide a practical template for strategically planning the various elements of a school of data science. To serve as an effective template, a model must be general. But generality if often purchased at the cost of intuitive understanding. The fol by UVA Data Pointsratings:
Length:
45 minutes
Released:
Mar 1, 2023
Format:
Podcast episode
Description
In this episode we’re exploring the intersection of Neuroscience and Data Science with our guests, Dr. Jack Van Horn, Dr. Tanya Evans, and Dr. Teague Henry. All three of our guests are experts in the field of Neuroscience, and you’ll hear more about their backgrounds and research at the beginning of the conversation.
As you can probably guess, the brain is complicated. And so in order to study it, you have to find ways to navigate through this complexity. Of course, people have been charting paths through the brain for decades, making breakthroughs and discoveries that have changed the world.
But, in recent years, new methodologies in brain research have shifted the field. Advances in computing power, as well as techniques like machine learning, neural networks, and computer vision have allowed researchers to ask questions and make discoveries that weren’t possible even 10 years ago. So you might say, given these new approaches to studying the world’s most complicated organ, that Brain Science IS Data Science. And our guests today make a compelling case for this view.
Released:
Mar 1, 2023
Format:
Podcast episode
Titles in the series (24)
- 8 min listen