--- title: USF Master of Science in Data Intelligence description: USF Master of Science in Data Intelligence image: https://onlineprograms.usf.edu/hubfs/Round%20Interview%20Headshots_groupcomputer.png --- [![USouthFlorida-green-logo](https://onlineprograms.usf.edu/hubfs/Logo/USouthFlorida-green-logo.png)](https://www.usf.edu/) ![lindsay-recruiter-163607-edited](https://onlineprograms.usf.edu/hs-fs/hubfs/general/graphics/recruiters/lindsay-recruiter-163607-edited.png?width=100&height=100&name=lindsay-recruiter-163607-edited.png) **Alexandria Lindsay** Online Success Coach *[![Schedule a Call](https://no-cache.hubspot.com/cta/default/43905124/interactive-188563470481.png)](https://onlineprograms.usf.edu/hs/cta/wi/redirect?encryptedPayload=AVxigLI%2FECTa3F29WfDYfqZWjcMl6yDxxGNIgw4VVqJ2uJT%2BTHqyNio5apRa%2FMalsCZevXCe2%2BMcGD6ND2SIp7%2BwSOsZ1j%2BUW3gU13vsPKQiA1u0f1r%2FXYpo3fH8eP9VfbPW9%2FsQ4u5%2FvW10airPk2ZreGW5JP1MFs2fEhB5hlXMRzP1%2FFmYOcXKeur9af5kG17dbyJWNNtXklNAb%2Bapaz95x3PRqVZeqhJRImOL3w%3D%3D&webInteractiveContentId=188563470481&portalId=43905124&hsLang=en)* *[![alexandrial@usf.edu](https://no-cache.hubspot.com/cta/default/43905124/interactive-188563470460.png)](https://onlineprograms.usf.edu/hs/cta/wi/redirect?encryptedPayload=AVxigLIWJPx5IuE3jvXBg8YyPaFq%2FT9m0zFR%2FQDwgd%2B7n%2FSDDomiOpjmq4ML8MksnvhRtHexGS567v10YD69PYeZZz1NWeV8e%2BxjT13L6bb2mNoX2PZAu3PSFLnsdw4s0UmNNkCC0M%2BIKF0qeqwFoBHkIH2LoIcCXqqI4khnCyXZvoTNZ3fnyj%2BWYpvDRkLg4qNYlIw%3D&webInteractiveContentId=188563470460&portalId=43905124&hsLang=en)* ### USF Master of Science in Data Intelligence **USF's MSDI program is offered jointly by** **Industrial and Management Systems Engineering and Computer Science** **Missed the Deadline but Want to Start Classes January 2027?** **Email us now for an expedited admissions decision:** **[![Apply Now for Expedited Spring 2027 Admission](https://no-cache.hubspot.com/cta/default/43905124/interactive-218938278214.png)](https://onlineprograms.usf.edu/hs/cta/wi/redirect?encryptedPayload=AVxigLLcHJzmIBz3jvJu5qQfrKapLC5rQs6XINzYzAdJS1JAujs5%2FGGCMMiTGAHn7U0ZF3Q1rWxZDkI0%2FYf6GBzLxH2Oy8W72xkZY9SWVUgFM1MqrzRr6icdyrRxy3rhECBEj5GPXa3QpA%3D%3D&webInteractiveContentId=218938278214&portalId=43905124&hsLang=en)** ### **Master Data. Drive Intelligence. Lead the Future.** Big data is everywhere - do you have the skills to harness it? USF’s **M.S. in Data Intelligence** prepares you to analyze complex information, make data-driven decisions, and lead in the era of AI. Designed for **problem-solvers, strategists, and tech innovators**, this 30-credit-hour program equips you with high-demand skills that drive business, healthcare, finance, cybersecurity, and beyond. Choose online or in-person learning and enjoy the same expert USF faculty, industry connections, and hands-on experience in either format. Graduate in as little as one year taking courses full time, and graduate in 2 to 3 years with a part-time course load. **The Spring 2027 application deadline will be extended only for a limited time.** [Download Brochure](https://onlineprograms.usf.edu/data-intelligence-and-ai-programs#download) [Attend An Info Session](https://onlineprograms.usf.edu/msdi-info-session-landing-page?hsLang=en) [Apply Now](https://secure.visualzen.com/vzcollegeapp/usf/) ![MSDI\_Spring 2027 EXTENSION\_Landing Page Deadline Graphics](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI_Spring%202027%20EXTENSION_Landing%20Page%20Deadline%20Graphics.png?width=1133&height=921&name=MSDI_Spring%202027%20EXTENSION_Landing%20Page%20Deadline%20Graphics.png) ## Join Us for A # *Virtual Info Session* ### *USF's Master of Science in Data Intelligence* Attend an online info session to explore pursuing an Master of Science in Data Intelligence at the University of South Florida. Connect with faculty and learn about career pathways, admission requirements, and the unique advantages that USF’s online Master of Science in Data Intelligence offers. Spaces are limited, so register now to secure your spot and take the first step towards bolstering your data engineering resume. [join us today](https://onlineprograms.usf.edu/msdi-info-session-landing-page?hsLang=en) ![MSDI Round](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Round.png?width=600&height=600&name=MSDI%20Round.png) ![MSDI Digital Assets\_Icon 02](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Digital%20Assets_Icon%2002.png?width=150&height=147&name=MSDI%20Digital%20Assets_Icon%2002.png "MSDI Digital Assets_Icon 02") # Learn Cutting-Edge AI & Analytics --- Gain expertise in machine learning, big data, and decision-making.  ![MSDI Digital Assets\_Icon 03](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Digital%20Assets_Icon%2003.png?width=150&height=152&name=MSDI%20Digital%20Assets_Icon%2003.png "MSDI Digital Assets_Icon 03") # Flexible Learning Options --- Don't let education get in the way of your life, advance your career on your schedule. ![MSDI Digital Assets\_Icon 04](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Digital%20Assets_Icon%2004.png?width=148&height=150&name=MSDI%20Digital%20Assets_Icon%2004.png "MSDI Digital Assets_Icon 04") # High-Growth Career Paths --- Unlock opportunities in top industries. ![lindsay-recruiter](https://onlineprograms.usf.edu/hs-fs/hubfs/campaigns/instructional-technology/graphics/lindsay-recruiter.png?width=150&height=150&name=lindsay-recruiter.png) # Alexandria Lindsay # [![Schedule a Call](https://no-cache.hubspot.com/cta/default/43905124/interactive-188563470481.png)](https://onlineprograms.usf.edu/hs/cta/wi/redirect?encryptedPayload=AVxigLI%2FECTa3F29WfDYfqZWjcMl6yDxxGNIgw4VVqJ2uJT%2BTHqyNio5apRa%2FMalsCZevXCe2%2BMcGD6ND2SIp7%2BwSOsZ1j%2BUW3gU13vsPKQiA1u0f1r%2FXYpo3fH8eP9VfbPW9%2FsQ4u5%2FvW10airPk2ZreGW5JP1MFs2fEhB5hlXMRzP1%2FFmYOcXKeur9af5kG17dbyJWNNtXklNAb%2Bapaz95x3PRqVZeqhJRImOL3w%3D%3D&webInteractiveContentId=188563470481&portalId=43905124&hsLang=en)   # [![alexandrial@usf.edu](https://no-cache.hubspot.com/cta/default/43905124/interactive-188563470460.png)](https://onlineprograms.usf.edu/hs/cta/wi/redirect?encryptedPayload=AVxigLIWJPx5IuE3jvXBg8YyPaFq%2FT9m0zFR%2FQDwgd%2B7n%2FSDDomiOpjmq4ML8MksnvhRtHexGS567v10YD69PYeZZz1NWeV8e%2BxjT13L6bb2mNoX2PZAu3PSFLnsdw4s0UmNNkCC0M%2BIKF0qeqwFoBHkIH2LoIcCXqqI4khnCyXZvoTNZ3fnyj%2BWYpvDRkLg4qNYlIw%3D&webInteractiveContentId=188563470460&portalId=43905124&hsLang=en) # **Why Choose USF?** **Flexible Format, Faster Completion** Earn your 30-credit-hour degree in as little as three semesters full-time or six part-time. USF's computer engineering and industrial engineering faculty designed this program to fit your life and career goals. **Study In-Person or Online, Your Choice** Choose the format that works best for you, with the same high-quality faculty, connections, and hands-on learning opportunities. **Affordable Tuition with High ROI** At just $650 per credit hour, USF delivers a world-class education with lower debt and strong career outcomes in data science, AI, and analytics. ![MSDI Digital Assets\_NULL](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Digital%20Assets_NULL.png?width=211&height=211&name=MSDI%20Digital%20Assets_NULL.png) ## **FOLLOW THIS LINK FOR OUR ONLINE BROCHURE** Fill out the form at the bottom of this page to get immediate access to the program details. [Download Brochure](https://onlineprograms.usf.edu/data-intelligence-and-ai-programs#download) ![MSDI Digital Assets\_RD 6-16-1](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Digital%20Assets_RD%206-16-1.png?width=2084&height=2084&name=MSDI%20Digital%20Assets_RD%206-16-1.png) ## Master of Science in Data Intelligence Course Map Click the course name to read its description. ##### Courses **Specialized Program Concentrations** Customize your degree with one of three focus areas: **DECISION INTELLIGENCE:** Learn to analyze complex data, optimize decision-making, and drive strategic business insights. **COMPUTATIONAL INTELLIGENCE:** Dive into advanced AI, machine learning, and automation to solve cutting-edge technical challenges. **GENERAL DATA INTELLIGENCE TRACK:** choose from program electives to build a skill set tailored to your career goals.   [download brochure](https://onlineprograms.usf.edu/data-intelligence-and-ai-programs#download) ![MSDI Digital Assets\_RD 1](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Digital%20Assets_RD%201.png?width=1000&height=1000&name=MSDI%20Digital%20Assets_RD%201.png) # [**Susana Lai-Yuen, PhD**](http://www.eng.usf.edu/~laiyuen/) ## *Associate Professor & MSDI Program Director* Deep learning, machine learning, data mining, and image processing with applications in healthcare and computer-aided decision support systems Computational geometry and modeling of complex deformable structures for nanoscale design Medical technology design and development for medical diagnosis and surgical procedures Pedagogical approaches for enhancing engineering education ![Faculty Photos Round\_Alex Savachkin - copy-2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Alex%20Savachkin%20-%20copy-2.png?width=1000&height=1000&name=Faculty%20Photos%20Round_Alex%20Savachkin%20-%20copy-2.png) - # [**![Faculty Photos Round\_Mingyang -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Mingyang%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Mingyang%20-2.png)** **Dr. Mingyang Li** *Statistical Data Intelligence*](http://www.eng.usf.edu/~mingyangli/) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [![Faculty Photos Round\_Hadi Gard -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Hadi%20Gard%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Hadi%20Gard%20-2.png) Dr. Hadi Gard *Optimization Methods with Applications,* *and Engineering the Supply Chain*](http://www.eng.usf.edu/~hcharkhgard) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [![Faculty Photos Round\_Kaixun -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Kaixun%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Kaixun%20-2.png) Dr. Kaixun Hua *Deep Learning Analytics*](https://www.usf.edu/engineering/imse/people/kingsley1989.github.io) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [![Faculty Photos Round\_Tapas -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Tapas%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Tapas%20-2.png) Dr. Tapas Das *Statistical Design Models*](http://tapaskdas5.wordpress.com/) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [*![Faculty Photos Round\_Alex Savachkin --2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Alex%20Savachkin%20--2.png?width=200&height=200&name=Faculty%20Photos%20Round_Alex%20Savachkin%20--2.png)* Dr. Alex Savachkin *Probabilistic Systems Analysis*](http://alexs.myweb.usf.edu/) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [**![Faculty Photos Round\_Mingyang -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Mingyang%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Mingyang%20-2.png)** **Dr. Mingyang Li** *Statistical Data Intelligence*](http://www.eng.usf.edu/~mingyangli/) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [![Faculty Photos Round\_Hadi Gard -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Hadi%20Gard%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Hadi%20Gard%20-2.png) Dr. Hadi Gard *Optimization Methods with Applications,* *and Engineering the Supply Chain*](http://www.eng.usf.edu/~hcharkhgard) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [![Faculty Photos Round\_Kaixun -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Kaixun%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Kaixun%20-2.png) Dr. Kaixun Hua *Deep Learning Analytics*](https://www.usf.edu/engineering/imse/people/kingsley1989.github.io) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [![Faculty Photos Round\_Tapas -2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Tapas%20-2.png?width=200&height=200&name=Faculty%20Photos%20Round_Tapas%20-2.png) Dr. Tapas Das *Statistical Design Models*](http://tapaskdas5.wordpress.com/) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) - # [*![Faculty Photos Round\_Alex Savachkin --2](https://onlineprograms.usf.edu/hs-fs/hubfs/Faculty%20Photos%20Round_Alex%20Savachkin%20--2.png?width=200&height=200&name=Faculty%20Photos%20Round_Alex%20Savachkin%20--2.png)* Dr. Alex Savachkin *Probabilistic Systems Analysis*](http://alexs.myweb.usf.edu/) - ![faculty spacer-01](https://onlineprograms.usf.edu/hs-fs/hubfs/faculty%20spacer-01.png?width=50&height=50&name=faculty%20spacer-01.png) ### ![AI HubSpot Icons\_Mountain](https://onlineprograms.usf.edu/hubfs/AI%20HubSpot%20Icons_Mountain.svg) ### **Not confident in your programming skills?** ### ![Start Here-01-1](https://onlineprograms.usf.edu/hubfs/Start%20Here-01-1.svg) ### ***PATHWAY TO COMPUTING*** #### GRADUATE CERTIFICATE A rigorous graduate certificate designed to prepare you for advanced computing and AI. [Learn More](https://onlineprograms.usf.edu/pathway-to-computing-certificate?hsLang=en) ![MSDI Digital Assets\_top 100-1](https://onlineprograms.usf.edu/hs-fs/hubfs/MSDI%20Digital%20Assets_top%20100-1.png?width=1445&height=200&name=MSDI%20Digital%20Assets_top%20100-1.png) [![USouthFlorida-green-logo](https://onlineprograms.usf.edu/hubfs/Logo/USouthFlorida-green-logo.png)](https://www.usf.edu/) ![lindsay-recruiter-163607-edited](https://onlineprograms.usf.edu/hs-fs/hubfs/general/graphics/recruiters/lindsay-recruiter-163607-edited.png?width=100&height=100&name=lindsay-recruiter-163607-edited.png) **Alexandria Lindsay** *Online Success Coach* *[![Schedule a Call](https://no-cache.hubspot.com/cta/default/43905124/interactive-188563470481.png)](https://onlineprograms.usf.edu/hs/cta/wi/redirect?encryptedPayload=AVxigLI%2FECTa3F29WfDYfqZWjcMl6yDxxGNIgw4VVqJ2uJT%2BTHqyNio5apRa%2FMalsCZevXCe2%2BMcGD6ND2SIp7%2BwSOsZ1j%2BUW3gU13vsPKQiA1u0f1r%2FXYpo3fH8eP9VfbPW9%2FsQ4u5%2FvW10airPk2ZreGW5JP1MFs2fEhB5hlXMRzP1%2FFmYOcXKeur9af5kG17dbyJWNNtXklNAb%2Bapaz95x3PRqVZeqhJRImOL3w%3D%3D&webInteractiveContentId=188563470481&portalId=43905124&hsLang=en)* *[![alexandrial@usf.edu](https://no-cache.hubspot.com/cta/default/43905124/interactive-188563470460.png)](https://onlineprograms.usf.edu/hs/cta/wi/redirect?encryptedPayload=AVxigLIWJPx5IuE3jvXBg8YyPaFq%2FT9m0zFR%2FQDwgd%2B7n%2FSDDomiOpjmq4ML8MksnvhRtHexGS567v10YD69PYeZZz1NWeV8e%2BxjT13L6bb2mNoX2PZAu3PSFLnsdw4s0UmNNkCC0M%2BIKF0qeqwFoBHkIH2LoIcCXqqI4khnCyXZvoTNZ3fnyj%2BWYpvDRkLg4qNYlIw%3D&webInteractiveContentId=188563470460&portalId=43905124&hsLang=en)* ```json { "@context" : "https://schema.org", "@type" : "FAQPage", "mainEntity" : [ { "@type" : "Question", "acceptedAnswer" : { "@type" : "Answer", "text" : "" }, "name" : "Courses" } ] } ```