UCI Udemy is free to all UCI employees and students to support their professional growth and development. More than 5,500 curated online training courses are available on Udemy’s learning platform.
Udemy’s course options are all designed to provide learners with relevant instruction to help further both professional and personal development goals.
| Software | Interface* | Learning Curve | Data Manipulation | Statistical Analysis | Graphics | Specialties |
|---|---|---|---|---|---|---|
| SPSS | Menus & Syntax | Gradual | Moderate | Moderate Scope Low Versatility |
Good | Custom Tables, ANOVA and Multivariate Analysis |
| Stata | Menus & Syntax | Moderate | Strong | Broad Scope Medium Versatility |
Good | Panel Data, Mixed Models, Survey Data Analysis |
| SAS | Syntax | Steep | Very Strong | Very Broad Scope High Versatility |
Very Good | Large Datasets, Reporting, Password Encryption, Components for Specific Fields |
| R | Syntax | Steep | Very Strong | Very Broad Scope High Versatility |
Excellent | Graphic Packages, Machine Learning, Predictive Modeling |
| Matlab | Syntax | Steep | Very Strong | Limited Scope High Versatility |
Excellent | Simulations, Multidimensional Data, Image and Signal Processing |
| JMP | Menus & Syntax | Gradual | Strong | Moderate Scope Medium Versatility |
Great | Design of Experiments, Quality Control, Model Fit |
*The primary interface is bolded in the case of multiple interface types available
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