1. INFO3100
1.1. Visual Basic
1.1.1. Coding Excel Functions
1.1.2. Excel Add Ins
1.2. Reports Visualization
2. INFO3200
2.1. JMP
2.1.1. Regression
2.1.2. Decision Trees
2.1.3. KNN
2.1.4. Naive Bayes
2.1.5. Clustering
2.1.6. Prediction/Estimation
2.1.7. Association
2.2. Creating Model Comparisons
2.3. Tableau
2.3.1. Data Visualization
3. INFO3340
3.1. Project Management
3.1.1. Interviews
3.1.2. Managing People
3.1.3. Managing Resources
3.1.3.1. Time
3.1.3.2. Money
3.1.3.3. Scope
3.1.4. Real World situations
3.1.4.1. Teams leading other teams
3.1.4.2. In Class enactments
4. INFO3400
4.1. SPSS Modeler
4.1.1. Descriptive Statistics
4.1.1.1. Used SPSS to run descriptives
4.1.2. Sentiment Analysis
4.1.2.1. Pos/Neg/Overall
4.1.2.2. How to determine from data
4.1.3. Regression Modeling
4.1.3.1. Regression modeling on review data
4.1.4. Analysis of Review Data
4.1.4.1. Determine sentiment of customer
4.1.4.2. Make informed business decisions
4.1.5. Text Link Analysis
4.1.6. Clustering
4.1.7. Categorization
4.1.8. Social Network Analysis
4.1.8.1. Undirected networks
4.1.8.2. Directed Networks
4.1.8.3. NodeXL
4.1.8.4. Centrality
4.1.8.4.1. Betweenness
4.1.8.4.2. Closeness
4.1.8.4.3. Eigenvector
4.1.8.4.4. Degree
5. INFO2020
5.1. Optimization
5.2. Regression
5.3. Seasonality
5.4. Time Series
6. INFO1020
6.1. Probability
6.2. Statistics
6.2.1. Regression
6.2.2. ANOVA
6.2.3. T-tests
7. INFO1010
7.1. Probability
7.1.1. Rolling Dice
7.2. Statistics
8. INFO3140
8.1. ERDs
8.2. Access
8.2.1. Database creation
8.2.2. Reports Visualization
8.2.3. Presentation of Information
8.3. SQL
8.3.1. Select statements
8.3.2. Where clauses
9. INFO3240
9.1. Enterprise Info Management
9.1.1. Visual Basic
9.1.1.1. Coding
9.1.1.2. Creating Functions
9.1.2. Visual Studio
9.1.2.1. Creating Forms
9.1.2.2. Creating Reports
10. INFO3300
10.1. Data Warehousing
10.1.1. Visual Studio
10.1.1.1. Creating Packages
10.1.1.1.1. Making the Database and Warehouse uniform
10.1.1.2. Deploying Project
10.1.1.3. Managing data in one cube
10.1.2. SQL
10.1.2.1. Creating Data Warehouse
10.1.2.2. Altering Database
10.1.2.2.1. To include informative Data
10.1.3. PowerBI
10.1.3.1. Data Visualization
10.1.3.2. Creating Reports
10.1.3.3. Creating Dashboards
11. INFO3440
11.1. Optimization Modeling
11.1.1. Linear Programming
11.1.1.1. Prediction
11.1.1.2. Preference
11.1.1.3. Product Mix
11.1.1.4. Transportation
11.1.2. Non Linear Programming
11.1.2.1. Evolutionary
11.1.2.2. GRG Non Linear
11.1.2.3. TSP
11.1.2.4. Machine Sequencing
11.1.3. Integer Programming
11.1.3.1. Fixed Cost
11.1.3.2. Binary
11.1.4. LINGO
11.1.4.1. Coding optimization into LINGO