Ishan Kothalkar
ff73fb7c-96f9-481d-8f59-5a2d23e19556
2026-09-27
for completing the "Using AI/ML for Space Biology Research" 12-hour online training. This course explored the use of basic machine learning and artificial intelligence methods to predict biological phenotypic responses to spaceflight or simulated conditions thereof.
We hereby award this to
Dr. Lauren Sanders
COURSE CERTIFICATE
NASA Ames
Blue Marble Space Institute of Science
Dr. James Casaletto
The material contained in this document is based upon work supported by a National Aeronautics and Space Administration (NASA) grant or cooperative agreement. Any opinions, findings, conclusions or recommendations expressed in this material are those of the author and do not necessarily reflect the views of NASA.
Date Issued
Certificate UUID
IK
Issued to
Ishan Kothalkar
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Credential Verification
Issue date: September 27, 2026
ID: ff73fb7c-96f9-481d-8f59-5a2d23e19556
Issued by
NASA
Type
Course
Level
Introductory
Format
Online
Price
Free
Description
Students completing this credential used Python notebooks to analyze murine transcriptomic and phenotypic data from the NASA Open Science Data Repository.
Skills
exploratory data analysis, regression, classification, feature importance, differential gene expression analysis, pathway enrichment analysis