Global Online Master of Science in Artificial Intelligence (AI) and Business Analytics
Generic Schedule
A typical 52-week schedule of live class meeting dates is below. These are only the live-streamed class sessions. There will be independent work between sessions with materials posted online.
Times listed are in Eastern Standard Time.
For course descriptions, view the program listing in the USF Catalog.
SEMESTER 1
Course Title | Date |
---|---|
Orientation/Python Bootcamp | Week 0 |
Advanced Systems Analysis and Design Software: ICASE Tool – ArgoUML, Visio |
Week 1 |
Week 2 | |
Week 3 | |
Week 4 | |
Week 5 | |
Break | Week 6 |
Advanced Database Management Software: Diagramming Tools (e.g., Visio, Drawio, Gliffy), Relational Database Management Systems (e.g., Oracle, MySQL, SQL Server), NoSQL Databases (e.g., MongoDB |
Week 7 |
Week 8 | |
Week 9 | |
Week 10 | |
Week 11 | |
Break | Week 12 |
Data Mining Software: R and Microsoft Azure ML |
Week 13 |
Week 14 | |
Week 15 | |
Week 16 | |
Week 17 |
SEMESTER 2
Course Title | Date |
---|---|
Analytical Methods for Business Software: R, R Studio, Excel |
Week 18 |
Week 19 | |
Week 20 | |
Week 21 | |
Week 22 | |
Break | Week 23 |
Break | Week 24 |
Data Science Programming Software: Scikit learn and TensorFlow using Anaconda distribution |
Week 25 |
Week 26 | |
Week 27 | |
Week 28 | |
Week 29 | |
Big Data for Business Applications Software: NoSQL Database (Cassandra and MongoDB). Hadoop HDFS, Hive/Impala, Map-Reduce, Databricks Spark |
Week 30 |
Week 31 | |
Week 32 | |
Week 33 | |
Week 34 | |
Break | Week 35 |
Break | Week 36 |
SeMESTER 3
Course Title | Date |
---|---|
Statistical Data Mining Software: R, R Studio |
Week 38 |
Week 39 | |
Week 40 | |
Week 41 | |
Week 42 | |
Distributed Information Systems Software: Microsoft Visual Studio Code, HTML, CSS, JavaScript, Python Flask |
Week 43 |
Week 44 | |
Week 45 | |
Week 46 | |
Week 47 | |
Enterprise Information Systems Management Software: Miro, Padlet, Trello, MS Teams, PowerPoint/Prezi |
Week 48 |
Week 49 | |
Week 50 | |
Week 51 | |
Week 52 |