Summaries - Office of Research & Innovation
Back Data Science Program - Short Course program
|Division||Research & Sponsored Programs|
|Department||Modeling, Virtual Environments & Simulation Institute|
|Investigator(s)||Balogh, Imre L.|
|Sponsor||Naval Air Systems Command (Navy)|
Data Science has emerged as an area critical to the mission of the Navy and the Dept of Defense because of the central role it plays in intelligence, surveillance and reconnaissance, talent management, cyber-security and logistics functional areas. NAVAIR desires to create a data-savvy workforce. To that end, leaders at NAVAIR partnered with NPS to provide the venue for the FY16/17/18 NAVAIR Data Challenge. NAVAIR desires to expand the relationship with NPS to encompass data science education activities. NPS is uniquely positioned to support NAVAIR with an interdisciplinary team approach to data science education.
This Short Course program is designed to enhance the professional and technical abilities of NAVAIR employees in data analysis and big data techniques. It will also raise level of awareness among NAVAIR leaders in different functional areas about the potential benefits (and limitations) of data science in facilitating data-driven decisions.
Delivery of courses will be as follows: Day 1: Introduction, data munging, feature engineering; Day 2: Modeling process, modeling techniques (I); Day 3: Modeling techniques (II), performance evaluation, model selection; Day 4: Visualization and wrap up.
|Publications||Publications, theses (not shown) and data repositories will be added to the portal record when information is available in FAIRS and brought back to the portal|
|Data||Publications, theses (not shown) and data repositories will be added to the portal record when information is available in FAIRS and brought back to the portal|