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| RespondentID | Personal_JavaScalaSpark | Personal_JavaScriptHTMLCSS | Personal_Python | Personal_R | Personal_SAS | Professional_JavaScalaSpark | Professional_JavaScriptHTMLCSS | Professional_Python | Professional_R | Professional_SAS | Industry_JavaScalaSpark | Industry_JavaScriptHTMLCSS | Industry_Python | Industry_R | Industry_SAS | Python_Course_Interest | Foundations_DE_Course_Interest | Analytics_App_Course_Interest | Systems_Analysis_Course_Interest | Courses_Completed | PREDICT400 | PREDICT401 | PREDICT410 | PREDICT411 | PREDICT413 | PREDICT420 | PREDICT422 | PREDICT450 | PREDICT451 | PREDICT452 | PREDICT453 | PREDICT454 | PREDICT455 | PREDICT456 | PREDICT457 | OtherPython | OtherR | OtherSAS | Other | Graduate_Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5135740122 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 25 | 75 | 0 | 0 | 0 | 50 | 50 | 50 | 90 | 51 | 50 | NA | |||||||||||||||||||||
| 5133300037 | 10 | 10 | 50 | 30 | 0 | 25 | 25 | 30 | 20 | 0 | 20 | 25 | 40 | 15 | 0 | 20 | 50 | 90 | 50 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | |||||||||||||||
| 5132253300 | 20 | 0 | 40 | 40 | 0 | 0 | 0 | 40 | 40 | 20 | 30 | 0 | 30 | 40 | 0 | 100 | 70 | 100 | 60 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 | |||||||||||||||||
| 5132096630 | 10 | 10 | 25 | 35 | 20 | 10 | 10 | 25 | 35 | 20 | 10 | 10 | 25 | 35 | 20 | 85 | 60 | 90 | 82 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2017 | |||||||||||||||
| 5131990362 | 20 | 0 | 0 | 70 | 10 | 20 | 0 | 0 | 80 | 0 | 40 | 0 | 0 | 60 | 0 | 60 | 10 | 40 | 80 | 7 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | CS-435 with Weka | Fall 2018 | ||||||||||||||||
| 5131860849 | 25 | 15 | 30 | 30 | 0 | 10 | 30 | 30 | 30 | 0 | 15 | 15 | 30 | 40 | 0 | 90 | 50 | 75 | 80 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 | ||||||||||||||||
| 5131698528 | 20 | 0 | 40 | 30 | 10 | 70 | 0 | 25 | 5 | 0 | 40 | 10 | 30 | 20 | 0 | 100 | 100 | 100 | 100 | 11 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | PREDICT 455 Data Visualization (R) | Summer 2019 | ||||||||||||
| 5130809490 | 0 | 0 | 40 | 40 | 20 | 20 | 20 | 40 | 0 | 20 | 0 | 10 | 30 | 40 | 20 | 100 | 100 | 50 | 50 | 2 | PREDICT 400 Math for Modelers (Python) | Summer 2018 | |||||||||||||||||||
| 5130188921 | 30 | 15 | 20 | 20 | 15 | 30 | 20 | 30 | 15 | 5 | 25 | 20 | 35 | 10 | 10 | 80 | 60 | 80 | 90 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 | |||||||||||||||||
| 5129721525 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 100 | 50 | 100 | 100 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Other Course with R as the Primary Language | Winter 2019 | ||||||||||||||
| 5129569679 | 5 | 15 | 35 | 35 | 10 | 0 | 5 | 50 | 25 | 20 | 5 | 30 | 40 | 10 | 15 | 82 | 25 | 76 | 25 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | 2020 or Later | ||||||||||||||||||
| 5129476874 | 5 | 5 | 20 | 40 | 30 | 5 | 5 | 30 | 50 | 10 | 5 | 5 | 30 | 50 | 10 | 80 | 75 | 40 | 25 | 2 | PREDICT 400 Math for Modelers (Python) | Spring 2018 | |||||||||||||||||||
| 5128886013 | 0 | 0 | 25 | 40 | 35 | 0 | 0 | 25 | 40 | 35 | 20 | 10 | 10 | 20 | 40 | 80 | 25 | 25 | 100 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 456 Sports Performance Analytics (R) | Spring 2018 | ||||||||||||||
| 5128804584 | 10 | 10 | 30 | 40 | 10 | 10 | 20 | 40 | 20 | 10 | 20 | 20 | 40 | 10 | 10 | 60 | 50 | 80 | 80 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Winter 2018 | ||||||||||||||||||
| 5128370809 | 0 | 0 | 40 | 50 | 10 | 0 | 0 | 40 | 50 | 10 | 0 | 0 | 40 | 50 | 10 | 100 | 83 | 35 | 50 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | Fall 2019 | ||||||||||||||||
| 5128110446 | 30 | 30 | 10 | 10 | 20 | 10 | 50 | 5 | 5 | 30 | 10 | 50 | 5 | 5 | 30 | 35 | NA | 90 | 10 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | 2020 or Later | ||||||||||||||||||
| 5128109564 | 20 | 0 | 40 | 30 | 10 | 0 | 0 | 40 | 20 | 40 | 20 | 0 | 30 | 20 | 30 | 60 | 25 | 20 | 20 | 12 | PREDICT 451 Risk Analytics (R) | 498 | Fall 2016 | ||||||||||||||||||
| 5128088922 | 0 | 0 | 15 | 50 | 35 | 0 | 0 | 0 | 70 | 30 | 0 | 0 | 20 | 40 | 40 | 90 | 50 | 20 | 80 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | 420,480 | Summer 2017 | ||||||||||||||
| 5127941642 | 30 | 0 | 35 | 35 | 0 | 10 | 0 | 45 | 45 | 0 | 25 | 25 | 25 | 25 | 0 | 100 | 100 | 100 | 67 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 453 Text Analytics (Python) | PREDICT 402 | Summer 2017 | |||||||||||
| 5127921328 | 30 | 5 | 30 | 30 | 5 | 30 | 5 | 30 | 30 | 5 | 30 | 5 | 30 | 30 | 5 | 30 | 32 | 79 | 71 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Spring 2019 | ||||||||||||||||||
| 5127886128 | 25 | 0 | 25 | 25 | 25 | 25 | 0 | 25 | 25 | 25 | 25 | 0 | 25 | 25 | 25 | 100 | 25 | 25 | 100 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||||
| 5127002953 | 5 | 5 | 20 | 50 | 20 | 5 | 5 | 10 | 40 | 40 | 5 | 5 | 40 | 40 | 10 | 50 | 40 | 40 | 80 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||||
| 5126564196 | 0 | 20 | 40 | 40 | 0 | 0 | 10 | 30 | 30 | 30 | 0 | 20 | 30 | 30 | 20 | 100 | 50 | 100 | 70 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 453 Text Analytics (Python) | Introduction to Predictive Analytics | Summer 2017 | ||||||||||||
| 5126541968 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 10 | 80 | 10 | 0 | 0 | 30 | 40 | 30 | 77 | 30 | 42 | 96 | 12 | PREDICT 400 Math for Modelers (Python) | Spring 2019 | |||||||||||||||||||
| 5126536045 | 20 | 0 | 25 | 30 | 25 | 15 | 5 | 25 | 30 | 25 | 15 | 5 | 25 | 30 | 25 | 70 | 80 | 80 | 80 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Spring 2017 | |||||||||||||
| 5126530686 | 10 | 10 | 20 | 30 | 30 | 10 | 10 | 20 | 30 | 30 | 0 | 0 | 0 | 20 | 80 | 50 | 0 | 0 | 20 | 12 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 453 Text Analytics (Python) | PREDICT 455 Data Visualization (R) | 417 ending in June 2014 - terrible course unfortunately! | Winter 2017 | ||||||||||||||
| 5126502407 | 10 | 0 | 45 | 0 | 45 | 0 | 0 | 50 | 0 | 50 | 10 | 0 | 45 | 0 | 45 | 6 | 4 | 8 | 8 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2017 | ||||||||||||||||
| 5126413256 | 10 | 0 | 30 | 40 | 20 | 20 | 0 | 40 | 40 | 0 | 30 | 0 | 40 | 30 | 0 | 80 | 60 | 40 | 70 | 2 | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | |||||||||||||||||||
| 5126401782 | 25 | 25 | 25 | 25 | 0 | 33 | 0 | 33 | 34 | 0 | 33 | 0 | 33 | 34 | 0 | 75 | 75 | 74 | 74 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Spring 2019 | |||||||||||||||||
| 5126215650 | 5 | 5 | 20 | 40 | 30 | 0 | 0 | 10 | 70 | 20 | 20 | 20 | 10 | 30 | 20 | 100 | 20 | 10 | 19 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 | |||||||||||||||
| 5126206084 | 40 | 0 | 30 | 30 | 0 | 50 | 0 | 20 | 30 | 0 | 60 | 0 | 20 | 20 | 0 | 100 | 100 | 100 | 100 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||
| 5126090565 | 10 | 10 | 25 | 30 | 25 | 0 | 0 | 10 | 45 | 45 | 5 | 5 | 20 | 50 | 20 | 50 | 25 | 50 | 30 | 2 | PREDICT 400 Math for Modelers (Python) | Spring 2019 | |||||||||||||||||||
| 5126024329 | 25 | 10 | 20 | 35 | 10 | 20 | 10 | 20 | 30 | 20 | 20 | 20 | 20 | 30 | 10 | 80 | 50 | 20 | 30 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | PREDICT 456 Sports Performance Analytics (R) | Spring 2017 | |||||||||||||
| 5126020618 | 5 | 0 | 10 | 70 | 15 | 0 | 0 | 10 | 90 | 0 | 0 | 0 | 5 | 50 | 45 | 70 | 70 | 35 | 90 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Other Course with R as the Primary Language | Winter 2017 | |||||||||||||
| 5125965500 | 5 | 5 | 30 | 50 | 10 | 5 | 5 | 30 | 30 | 30 | 0 | 0 | 25 | 25 | 50 | 20 | 75 | 100 | 20 | 7 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | Spring 2017 | |||||||||||||||
| 5125871009 | 0 | 0 | 35 | 35 | 30 | 0 | 0 | 35 | 35 | 30 | 0 | 0 | 40 | 40 | 20 | 5 | NA | 15 | 20 | 7 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 452 Web Analytics and Network Data Science (Python) | Winter 2018 | ||||||||||||||||
| 5125787964 | 0 | 0 | 20 | 70 | 10 | 5 | 5 | 20 | 50 | 20 | 5 | 5 | 20 | 50 | 20 | 100 | 90 | 72 | 84 | 1 | PREDICT 400 Math for Modelers (Python) | Spring 2019 | |||||||||||||||||||
| 5125602243 | 20 | 10 | 30 | 30 | 10 | 15 | 10 | 50 | 15 | 10 | 20 | 10 | 30 | 30 | 10 | 100 | 100 | 100 | 100 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2017 | |||||||||||||||
| 5125539272 | 0 | 10 | 40 | 40 | 10 | 0 | 20 | 40 | 40 | 0 | 0 | 10 | 40 | 40 | 10 | 100 | 100 | 100 | 100 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | |||||||||||||||||
| 5125298835 | 25 | 10 | 10 | 50 | 5 | 40 | 10 | 10 | 40 | 0 | 50 | 10 | 20 | 20 | 0 | 35 | 65 | 25 | 50 | 11 | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | I am on the old curriculum when 401 was with spss | Winter 2017 | ||||||||||||||
| 5125282032 | 5 | 0 | 20 | 75 | 0 | 5 | 0 | 20 | 75 | 0 | 5 | 0 | 20 | 75 | 0 | 75 | 10 | 6 | 11 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | |||||||||||||||
| 5125230898 | 0 | 10 | 30 | 30 | 30 | 0 | 10 | 30 | 30 | 30 | 0 | 0 | 30 | 40 | 30 | 80 | 50 | 50 | 30 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | |||||||||||||||
| 5125160866 | 0 | 0 | 20 | 40 | 40 | 0 | 0 | 20 | 40 | 40 | 0 | 0 | 30 | 40 | 30 | 12 | 18 | 22 | 4 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 453 Text Analytics (Python) | Spring 2017 | ||||||||||||
| 5125014714 | 15 | 10 | 30 | 30 | 15 | 5 | 20 | 40 | 30 | 5 | 0 | 30 | 40 | 30 | 0 | 100 | 50 | 70 | 50 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | |||||||||||||||
| 5124933644 | 0 | 0 | 40 | 60 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 40 | 60 | 0 | 100 | 0 | 70 | 0 | 9 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | PREDICT 453 Text Analytics (Python) | Summer 2017 | |||||||||||||
| 5124706292 | 0 | 0 | 45 | 50 | 5 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 75 | 25 | 0 | 100 | 98 | 65 | 65 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | PREDICT 456 Sports Performance Analytics (R) | Spring 2017 | |||||||||||||
| 5124699298 | 10 | 10 | 35 | 30 | 15 | 10 | 10 | 35 | 30 | 15 | 10 | 10 | 35 | 30 | 15 | 100 | 100 | 80 | 75 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 456 Sports Performance Analytics (R) | Spring 2017 | |||||||||||||
| 5124690736 | 10 | 20 | 30 | 30 | 10 | 0 | 20 | 40 | 40 | 0 | 0 | 20 | 40 | 40 | 0 | 100 | 75 | 70 | 80 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Spring 2018 | |||||||||||||||||
| 5124599237 | 15 | 5 | 30 | 30 | 20 | 5 | 5 | 30 | 30 | 30 | 10 | 5 | 15 | 35 | 35 | 99 | 20 | 20 | 20 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2019 | ||||||||||||||||
| 5124596881 | 0 | 25 | 0 | 25 | 50 | 0 | 50 | 0 | 0 | 50 | 0 | 50 | 0 | 25 | 25 | 98 | 15 | 98 | 99 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | Winter 2018 | |||||||||||||
| 5124507971 | 0 | 0 | 33 | 33 | 34 | 0 | 0 | 33 | 33 | 34 | 11 | 11 | 26 | 26 | 26 | 90 | 9 | 90 | 70 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | Winter 2018 | ||||||||||||||||
| 5124494137 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 0 | 100 | 0 | 25 | 25 | 25 | 0 | 25 | 60 | 30 | 10 | NA | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Winter 2019 | ||||||||||||||||||
| 5124475943 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 35 | 55 | 10 | 0 | 0 | 35 | 35 | 30 | 85 | 60 | 10 | 10 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 450 Marketing Analytics (R) | Spring 2018 | ||||||||||||||
| 5124453261 | 8 | 7 | 21 | 32 | 32 | 5 | 5 | 20 | 40 | 30 | 5 | 5 | 20 | 40 | 30 | 90 | 85 | 75 | 80 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 453 Text Analytics (Python) | Predict 480, 402 | Fall 2017 | ||||||||||||
| 5124440950 | 10 | 10 | 30 | 30 | 20 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 30 | 40 | 30 | 80 | 10 | 20 | 10 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 422 Practical Machine Learning (R) | PREDICT 453 Text Analytics (Python) | Database Design course in the CIS program (SQL) | Winter 2017 | ||||||||||||
| 5124356341 | 30 | 0 | 30 | 30 | 10 | 25 | 15 | 20 | 35 | 5 | 25 | 15 | 25 | 25 | 10 | 80 | 0 | 60 | 75 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Winter 2018 | ||||||||||||||
| 5124324047 | 0 | 0 | 33 | 33 | 34 | 0 | 0 | 25 | 25 | 50 | 0 | 0 | 25 | 25 | 50 | 70 | 20 | 0 | NA | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | Spring 2018 | |||||||||||||||
| 5124304620 | 20 | 0 | 30 | 40 | 10 | 20 | 0 | 40 | 40 | 0 | 20 | 20 | 30 | 30 | 0 | 15 | 40 | 80 | 20 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Intro to predictive analytics | Winter 2018 | |||||||||||||||
| 5124188945 | 5 | 5 | 10 | 40 | 40 | 5 | 5 | 10 | 40 | 40 | 0 | 10 | 10 | 30 | 50 | 75 | 100 | 100 | 100 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Winter 2018 | |||||||||||||||||
| 5124178474 | 9 | 0 | 33 | 33 | 25 | 25 | 0 | 25 | 25 | 25 | 25 | 0 | 25 | 25 | 25 | 100 | 100 | 50 | 25 | NA | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2017 | ||||||||||||||||
| 5124146380 | 5 | 5 | 35 | 35 | 20 | 0 | 0 | 50 | 40 | 10 | 0 | 0 | 40 | 40 | 20 | 90 | 75 | 25 | 50 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 402 | Spring 2018 | ||||||||||||||
| 5124115460 | 15 | 15 | 35 | 25 | 10 | 10 | 30 | 30 | 20 | 10 | 20 | 30 | 20 | 20 | 10 | 75 | 25 | 85 | 50 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 | ||||||||||||||||
| 5124106532 | 15 | 15 | 30 | 30 | 10 | 20 | 20 | 30 | 30 | 0 | 10 | 15 | 25 | 30 | 20 | 100 | 100 | 100 | 100 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Fall 2019 | |||||||||||||||||
| 5123868171 | 20 | 10 | 10 | 60 | 0 | 10 | 0 | 20 | 70 | 0 | 0 | 0 | 30 | 70 | 0 | 90 | 40 | 80 | 30 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | |||||||||||||||
| 5123866475 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 100 | 100 | 100 | 100 | 7 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Fall 2018 | ||||||||||||||||||
| 5123858363 | 0 | 0 | 35 | 35 | 30 | 0 | 0 | 50 | 50 | 0 | 15 | 10 | 25 | 25 | 25 | 100 | 62 | 65 | 56 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 | |||||||||||||||
| 5123855356 | 0 | 0 | 50 | 25 | 25 | 0 | 0 | 10 | 40 | 50 | 0 | 0 | 0 | 50 | 50 | 90 | 50 | 0 | 50 | 8 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Fall 2017 | ||||||||||||||||||
| 5123843717 | 0 | 0 | 20 | 30 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 40 | 38 | 36 | 60 | 10 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 450 Marketing Analytics (R) | PREDICT 451 Risk Analytics (R) | Spring 2017 | ||||||||||||||
| 5123813584 | 5 | 5 | 10 | 70 | 10 | 0 | 0 | 5 | 95 | 0 | 0 | 0 | 10 | 85 | 5 | 50 | 25 | 25 | 25 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Fall 2018 | |||||||||||||||||
| 5123809263 | 10 | 20 | 20 | 30 | 20 | 10 | 20 | 10 | 30 | 30 | 10 | 30 | 0 | 30 | 30 | 65 | 77 | 53 | 81 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Spring 2019 | ||||||||||||||||||
| 5123782948 | 10 | 0 | 40 | 30 | 20 | 0 | 0 | 60 | 40 | 0 | 0 | 0 | 30 | 30 | 40 | 80 | 100 | 100 | 50 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Winter 2019 | ||||||||||||||||||
| 5123774765 | 0 | 0 | 50 | 45 | 5 | 0 | 0 | 50 | 45 | 5 | 0 | 0 | 50 | 45 | 5 | 50 | 40 | 55 | 35 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | |||||||||||||||
| 5123752047 | 20 | 20 | 25 | 25 | 10 | 25 | 20 | 25 | 25 | 5 | 25 | 20 | 25 | 25 | 5 | 100 | 80 | 70 | 55 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Fall 2017 | ||||||||||||||||
| 5123745589 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 75 | 25 | 0 | 0 | 0 | 0 | 100 | 25 | 50 | 50 | 85 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Spring 2018 | |||||||||||||||||
| 5123742596 | 10 | 0 | 20 | 50 | 20 | 20 | 0 | 30 | 40 | 10 | 10 | 0 | 30 | 40 | 20 | 96 | 35 | 30 | 60 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Spring 2019 | ||||||||||||||||||
| 5123742447 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 100 | 100 | 100 | 13 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | PREDICT 481 Leadership, PREDICT 402 Intro to Predictive Analytics | Fall 2017 | |||||||||||||
| 5123733939 | 30 | 10 | 30 | 30 | 0 | 30 | 0 | 50 | 20 | 0 | 30 | 0 | 50 | 20 | 0 | 90 | 50 | 90 | 80 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2017 | |||||||||||||||||
| 5123715668 | 15 | 5 | 30 | 30 | 20 | 10 | 0 | 30 | 30 | 30 | 20 | 0 | 35 | 35 | 10 | 98 | 49 | 0 | 0 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Business Leadership | Winter 2018 | ||||||||||||||
| 5123712353 | 15 | 10 | 25 | 25 | 25 | 5 | 5 | 45 | 45 | 0 | 10 | 15 | 25 | 25 | 25 | NA | NA | NA | NA | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Spring 2017 | ||||||||||||||
| 5123706516 | 10 | 5 | 40 | 30 | 15 | 10 | 5 | 40 | 30 | 15 | 10 | 5 | 40 | 30 | 15 | 85 | 70 | 40 | 30 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | Spring 2018 | ||||||||||||||||
| 5123703369 | 10 | 10 | 30 | 30 | 20 | 5 | 5 | 30 | 30 | 30 | 5 | 5 | 20 | 20 | 50 | 100 | 100 | 70 | 71 | 11 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | PREDICT 455 Data Visualization (R) | Winter 2017 | |||||||||||
| 5123681588 | 10 | 0 | 20 | 60 | 10 | 10 | 0 | 20 | 60 | 10 | 20 | 0 | 20 | 50 | 10 | 100 | 70 | 100 | 100 | 1 | PREDICT 400 Math for Modelers (Python) | Summer 2018 | |||||||||||||||||||
| 5123658738 | 0 | 0 | 50 | 25 | 25 | 0 | 0 | 34 | 33 | 33 | 0 | 0 | 60 | 20 | 20 | 95 | 95 | 70 | 70 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | 2020 or Later | ||||||||||||||||||
| 5123653041 | 20 | 0 | 40 | 40 | 0 | 20 | 0 | 40 | 40 | 0 | 50 | 0 | 25 | 25 | 0 | 100 | 100 | 100 | 100 | 12 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | PREDICT 453 Text Analytics (Python) | PREDICT 454 Advanced Modeling Techniques (R) | Fall 2016 | |||||||||||
| 5123553958 | 0 | 25 | 25 | 25 | 25 | 20 | 20 | 20 | 20 | 20 | 0 | 25 | 25 | 25 | 25 | 65 | 98 | 88 | 83 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Winter 2018 | ||||||||||||||||||
| 5123212204 | 20 | 20 | 20 | 20 | 20 | 20 | 0 | 10 | 35 | 35 | 20 | 20 | 20 | 20 | 20 | 100 | NA | 20 | NA | 7 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Summer 2018 | ||||||||||||||
| 5123194296 | 10 | 12 | 25 | 33 | 20 | 5 | 15 | 25 | 45 | 10 | 5 | 15 | 30 | 40 | 10 | 63 | 11 | 25 | 30 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Other Course with R as the Primary Language | Winter 2017 | ||||||||||||
| 5123135355 | 0 | 0 | 50 | 25 | 25 | 0 | 0 | 50 | 10 | 40 | 0 | 0 | 60 | 25 | 15 | 85 | 45 | 20 | 60 | NA | |||||||||||||||||||||
| 5122952528 | 5 | 5 | 30 | 30 | 30 | 0 | 0 | 0 | 0 | 100 | 0 | 0 | 5 | 5 | 90 | 50 | 10 | 95 | 15 | 7 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||||
| 5122899591 | 10 | 0 | 65 | 20 | 5 | 0 | 0 | 50 | 25 | 25 | 0 | 0 | 50 | 25 | 25 | 77 | 70 | 43 | 54 | NA | PREDICT 400 Math for Modelers (Python) | Spring 2018 | |||||||||||||||||||
| 5122199915 | 20 | 20 | 20 | 20 | 20 | 10 | 10 | 20 | 20 | 40 | 20 | 20 | 20 | 20 | 20 | 100 | 100 | 100 | 99 | 3 | PREDICT 450 Marketing Analytics (R) | PREDICT 453 Text Analytics (Python) | PREDICT 455 Data Visualization (R) | PREDICT 456 Sports Performance Analytics (R) | Fall 2016 | ||||||||||||||||
| 5121089480 | 0 | 0 | 50 | 30 | 20 | 0 | 0 | 50 | 30 | 20 | 0 | 0 | 50 | 30 | 20 | 100 | 28 | 100 | 100 | 2 | PREDICT 400 Math for Modelers (Python) | Fall 2017 | |||||||||||||||||||
| 5120798005 | 10 | 15 | 50 | 25 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 20 | 40 | 40 | 0 | 25 | 100 | 100 | 50 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | Spring 2017 | |||||||||||||
| 5119974763 | 15 | 0 | 30 | 40 | 15 | 15 | 0 | 30 | 40 | 15 | 15 | 0 | 30 | 40 | 15 | 75 | 75 | 99 | NA | 1 | PREDICT 400 Math for Modelers (Python) | Fall 2018 | |||||||||||||||||||
| 5119705959 | 20 | 5 | 30 | 30 | 15 | 20 | 5 | 30 | 30 | 15 | 20 | 5 | 30 | 30 | 15 | 80 | 20 | 75 | 100 | 11 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | PREDICT 455 Data Visualization (R) | 402, 475, 480, 498, CIS 417 | Fall 2016 | |||||||||||||
| 5119499304 | 0 | 0 | 25 | 50 | 25 | 10 | 10 | 20 | 30 | 30 | 0 | 0 | 40 | 40 | 20 | 75 | 50 | 40 | 40 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | Winter 2017 | ||||||||||||
| 5119474874 | 5 | 5 | 30 | 35 | 25 | 10 | 15 | 45 | 15 | 15 | 5 | 5 | 55 | 25 | 10 | 100 | 100 | 85 | 50 | 9 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 456 Sports Performance Analytics (R) | Spring 2018 | ||||||||||||||
| 5119304336 | 0 | 10 | 40 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 50 | 25 | 0 | 2 | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | |||||||||||||||||||
| 5119203234 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 30 | 50 | 20 | 100 | 100 | 71 | 50 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||||
| 5118685828 | 0 | 0 | 10 | 40 | 50 | 0 | 0 | 0 | 20 | 80 | 0 | 0 | 0 | 30 | 70 | 15 | 20 | 25 | 20 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Fall 2018 | |||||||||||||||||
| 5118485199 | 10 | 0 | 30 | 30 | 30 | 0 | 0 | 30 | 30 | 40 | 40 | 0 | 5 | 5 | 50 | 90 | 90 | 50 | 25 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | |||||||||||||||
| 5118403019 | 10 | 0 | 45 | 45 | 0 | 0 | 0 | 10 | 80 | 10 | 33 | 0 | 33 | 34 | 0 | 50 | 75 | 25 | 0 | 1 | PREDICT 400 Math for Modelers (Python) | Fall 2018 | |||||||||||||||||||
| 5117317760 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 30 | 50 | 20 | 100 | 64 | 100 | 90 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Summer 2019 | ||||||||||||||||||
| 5116997299 | 20 | 5 | 45 | 30 | 0 | 20 | 5 | 36 | 34 | 5 | 20 | 10 | 38 | 32 | 0 | 100 | 100 | 95 | 100 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | Spring 2017 | ||||||||||||
| 5116652643 | 0 | 10 | 30 | 50 | 10 | 0 | 10 | 30 | 50 | 10 | 0 | 0 | 40 | 60 | 0 | 0 | 0 | 0 | 0 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 457 Sports Management Analytics (R) | 402 - Introduction to Predictive Analytics | Summer 2017 | ||||||||||||||
| 5116550123 | 0 | 20 | 40 | 40 | 0 | 0 | 10 | 35 | 35 | 20 | 0 | 0 | 45 | 45 | 10 | 100 | 76 | 14 | 20 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | Fall 2018 | |||||||||||||||||
| 5116376492 | 10 | 10 | 20 | 40 | 20 | 10 | 10 | 10 | 40 | 30 | 20 | 20 | 10 | 20 | 30 | 72 | 84 | 82 | 52 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Predict 402 | Winter 2018 | |||||||||||||||
| 5115806160 | 5 | 10 | 30 | 40 | 15 | 10 | 20 | 25 | 30 | 15 | 10 | 20 | 25 | 30 | 15 | 75 | 67 | 70 | 50 | 1 | PREDICT 400 Math for Modelers (Python) | Winter 2018 | |||||||||||||||||||
| 5115755954 | 0 | 15 | 30 | 50 | 5 | 0 | 10 | 0 | 90 | 0 | 0 | 5 | 15 | 80 | 0 | 65 | 75 | 100 | 65 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Winter 2017 | |||||||||||||
| 5115746166 | 0 | 0 | 40 | 60 | 0 | 0 | 0 | 0 | 50 | 50 | 5 | 5 | 35 | 35 | 20 | 80 | 80 | 10 | 10 | 12 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Other Course with R as the Primary Language | Other course = 490 simulation and 490 managerial decision modeling | Fall 2016 | |||||||||||
| 5115740520 | 0 | 0 | 90 | 10 | 0 | 0 | 5 | 95 | 0 | 0 | 10 | 10 | 80 | 0 | 0 | 95 | 89 | 91 | 77 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2017 | |||||||||||||||
| 5115727592 | 15 | 10 | 30 | 40 | 5 | 10 | 10 | 35 | 40 | 5 | 10 | 10 | 35 | 40 | 5 | 56 | 61 | 76 | 73 | 10 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 451 Risk Analytics (R) | Spring 2017 | |||||||||||||
| 5115724762 | 10 | 0 | 30 | 30 | 30 | 30 | 20 | 50 | 0 | 0 | 50 | 0 | 50 | 0 | 0 | 100 | 50 | 30 | 30 | 11 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | Cis436 | Winter 2017 | |||||||||||
| 5115702904 | 0 | 0 | 30 | 30 | 40 | 0 | 0 | 20 | 30 | 50 | 0 | 0 | 30 | 40 | 30 | 90 | 20 | 10 | 20 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2018 | ||||||||||||||||
| 5115630658 | 25 | 0 | 25 | 25 | 25 | 25 | 0 | 25 | 25 | 25 | 25 | 25 | 25 | 25 | 0 | 75 | 5 | 50 | 50 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2017 | ||||||||||||||
| 5115527636 | 30 | 0 | 30 | 40 | 0 | 40 | 0 | 20 | 40 | 0 | 40 | 0 | 20 | 40 | 0 | 90 | 80 | 60 | 90 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 422 Practical Machine Learning (R) | Fall 2018 | |||||||||||||||
| 5115461434 | 5 | 5 | 50 | 30 | 10 | 10 | 5 | 50 | 30 | 5 | 30 | 10 | 30 | 30 | 0 | 90 | 90 | 30 | 60 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2017 | ||||||||||||||
| 5115427097 | 20 | 10 | 20 | 30 | 20 | 0 | 0 | 30 | 40 | 30 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 75 | 100 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Winter 2018 | ||||||||||||||||||
| 5115393220 | 0 | 0 | 0 | 90 | 10 | 0 | 0 | 0 | 100 | 0 | 0 | 0 | 0 | 60 | 40 | 0 | 75 | 75 | 22 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 422 Practical Machine Learning (R) | Winter 2017 | ||||||||||||||
| 5115262803 | 0 | 0 | 20 | 70 | 10 | 0 | 0 | 0 | 90 | 10 | 0 | 0 | 10 | 60 | 30 | 70 | 80 | 50 | 50 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 457 Sports Management Analytics (R) | Spring 2017 | ||||||||||||
| 5115226083 | 30 | 0 | 40 | 30 | 0 | 50 | 0 | 40 | 10 | 0 | 50 | 0 | 30 | 20 | 0 | 60 | 60 | 15 | 100 | 6 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Other Course with R as the Primary Language | PREDICT 402 (I started in Summer 2014) | Winter 2019 | |||||||||||||
| 5115183111 | 0 | 0 | 50 | 25 | 25 | 0 | 0 | 50 | 10 | 40 | 0 | 0 | 60 | 25 | 15 | 85 | 45 | 20 | 60 | NA | |||||||||||||||||||||
| 5115114265 | 10 | 10 | 20 | 50 | 10 | 0 | 0 | 30 | 70 | 0 | 0 | 0 | 30 | 70 | 0 | 30 | 15 | 15 | 15 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Other Course with Python as the Primary Language | 490 - Managerial Decision Modeling | Fall 2017 | ||||||||||||
| 5115056858 | 0 | 0 | 90 | 10 | 0 | 5 | 0 | 90 | 5 | 0 | 5 | 0 | 95 | 0 | 0 | 100 | 100 | 100 | 100 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2017 | ||||||||||||||||
| 5115046361 | 0 | 0 | 35 | 35 | 30 | 10 | 10 | 15 | 25 | 40 | 0 | 10 | 20 | 20 | 50 | 75 | 100 | 30 | 25 | 11 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | PREDICT 457 Sports Management Analytics (R) | Fall 2016 | |||||||||||||||
| 5114958756 | 10 | 0 | 40 | 40 | 10 | 0 | 0 | 40 | 50 | 10 | 10 | 0 | 40 | 40 | 10 | 90 | 20 | 30 | 30 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | Summer 2017 | ||||||||||||
| 5114895574 | 0 | 0 | 25 | 50 | 25 | 0 | 0 | 10 | 80 | 10 | 0 | 0 | 20 | 40 | 40 | 70 | 80 | 40 | 60 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Summer 2017 | ||||||||||||||
| 5114735351 | 0 | 0 | 20 | 60 | 20 | 0 | 0 | 20 | 40 | 40 | 0 | 0 | 10 | 30 | 60 | 20 | 25 | 20 | 20 | 11 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Other Course with Python as the Primary Language | Predict 490 Stochastic Simulation & Predict 490 - Managerial Decision Modeling | Winter 2017 | |||||||||||
| 5114692492 | 0 | 0 | 20 | 30 | 50 | 0 | 0 | 20 | 30 | 50 | 0 | 0 | 20 | 30 | 50 | 91 | 91 | 92 | 93 | 2 | PREDICT 400 Math for Modelers (Python) | Fall 2018 | |||||||||||||||||||
| 5114617841 | 10 | 10 | 30 | 30 | 20 | 10 | 10 | 30 | 30 | 20 | 10 | 10 | 30 | 30 | 20 | 100 | 100 | 100 | 100 | 9 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | Summer 2017 | |||||||||||||||||
| 5114610386 | 0 | 0 | 10 | 50 | 40 | 0 | 0 | 10 | 50 | 40 | 0 | 0 | 0 | 50 | 50 | 49 | 93 | 7 | 7 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Winter 2019 | ||||||||||||||||||
| 5114558675 | 0 | 0 | 70 | 20 | 10 | 10 | 10 | 70 | 10 | 0 | 10 | 10 | 60 | 10 | 10 | 100 | 100 | 75 | 80 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Spring 2017 | |||||||||||||
| 5114520455 | 20 | 0 | 70 | 10 | 0 | 0 | 20 | 50 | 30 | 0 | 0 | 0 | 80 | 20 | 0 | 90 | 80 | 85 | 90 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | Spring 2017 | ||||||||||||
| 5114492452 | 0 | 0 | 0 | 100 | 0 | 0 | 0 | 0 | 100 | 0 | 5 | 0 | 15 | 80 | 0 | 0 | 50 | 5 | 40 | 10 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 453 Text Analytics (Python) | Winter 2017 | |||||||||||||
| 5114369319 | 30 | 0 | 35 | 25 | 10 | 30 | 0 | 35 | 25 | 10 | 30 | 0 | 35 | 30 | 5 | 100 | 100 | NA | 35 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Spring 2017 | |||||||||||||
| 5114321879 | 5 | 5 | 60 | 15 | 15 | 0 | 100 | 0 | 0 | 0 | 10 | 10 | 60 | 10 | 10 | 100 | 50 | 33 | 50 | 11 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Other Course with Python as the Primary Language | Other Course with R as the Primary Language | Two electives - 490 (MCM and SS) and 490 (MDM). | Winter 2017 | ||||||||||
| 5113919919 | 0 | 0 | 80 | 20 | 0 | 0 | 0 | 80 | 20 | 0 | 0 | 0 | 80 | 20 | 0 | 98 | 100 | 0 | 0 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Summer 2018 | |||||||||||||
| 5113918675 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 50 | 20 | 74 | 25 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | Winter 2017 | |||||||||||||||
| 5113912472 | 25 | 0 | 25 | 25 | 25 | 40 | 0 | 20 | 20 | 20 | 40 | 0 | 20 | 20 | 20 | 86 | 99 | 100 | 69 | 2 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2019 | ||||||||||||||||||
| 5113895252 | 0 | 0 | 50 | 50 | 0 | 0 | 25 | 25 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 100 | 38 | 20 | 15 | 10 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | PREDICT 455 Data Visualization (R) | Spring 2017 | |||||||||||||
| 5113877352 | 20 | 0 | 30 | 25 | 25 | 30 | 0 | 20 | 25 | 25 | 30 | 0 | 30 | 30 | 10 | 100 | 30 | 50 | 40 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2017 | ||||||||||||||
| 5113861352 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 40 | 40 | 20 | 5 | 5 | 40 | 40 | 10 | 100 | 75 | 50 | 30 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | 2020 or Later | ||||||||||||||||||
| 5113752171 | 0 | 0 | 25 | 50 | 25 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 50 | 0 | 0 | 0 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2019 | |||||||||||||||||
| 5113712132 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 40 | 50 | 10 | 0 | 0 | 40 | 50 | 10 | 100 | 20 | 30 | 30 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||||
| 5113664471 | 0 | 0 | 60 | 30 | 10 | 0 | 0 | 70 | 30 | 0 | 5 | 5 | 40 | 40 | 10 | 65 | 5 | 5 | 10 | 2 | PREDICT 400 Math for Modelers (Python) | Spring 2018 | |||||||||||||||||||
| 5113569040 | 25 | 0 | 25 | 25 | 25 | 0 | 0 | 34 | 33 | 33 | 20 | 30 | 20 | 10 | 20 | 100 | 50 | 50 | 90 | 9 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 450 Marketing Analytics (R) | Spring 2017 | ||||||||||||||||
| 5113487765 | 0 | 0 | 50 | 25 | 25 | 0 | 0 | 75 | 0 | 25 | 25 | 0 | 50 | 25 | 0 | 100 | 25 | 25 | 100 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 | ||||||||||||||||||
| 5113285140 | 25 | 0 | 25 | 25 | 25 | 25 | 0 | 25 | 25 | 25 | 25 | 0 | 25 | 25 | 25 | 50 | NA | NA | NA | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2018 | ||||||||||||||||
| 5113167158 | 10 | 10 | 30 | 25 | 25 | 10 | 10 | 30 | 30 | 20 | 20 | 20 | 25 | 25 | 10 | 63 | 50 | 34 | 67 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||||||
| 5113164314 | 20 | 15 | 20 | 20 | 25 | 20 | 20 | 5 | 5 | 50 | 20 | 25 | 10 | 0 | 45 | 52 | 0 | 0 | 0 | 10 | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | PREDICT 453 Text Analytics (Python) | PREDICT 455 Data Visualization (R) | Winter 2017 | |||||||||||||||
| 5113121751 | 0 | 0 | 40 | 50 | 10 | 0 | 0 | 40 | 50 | 10 | 0 | 0 | 40 | 50 | 10 | 30 | 50 | 90 | 100 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 454 Advanced Modeling Techniques (R) | Winter 2017 | ||||||||||||
| 5113117003 | 0 | 0 | 50 | 40 | 10 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 60 | 40 | 0 | 99 | 43 | 70 | 5 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2018 | ||||||||||||||||
| 5113052746 | 20 | 14 | 33 | 33 | 0 | 20 | 20 | 20 | 20 | 20 | 30 | 25 | 20 | 25 | 0 | 100 | 99 | 99 | 15 | 2 | PREDICT 400 Math for Modelers (Python) | Spring 2018 | |||||||||||||||||||
| 5113049726 | 5 | 5 | 20 | 50 | 20 | 15 | 5 | 10 | 50 | 20 | 15 | 5 | 15 | 50 | 15 | 25 | 25 | 25 | 50 | 9 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | Spring 2017 | |||||||||||||
| 5112957349 | 10 | 0 | 40 | 40 | 10 | 0 | 10 | 40 | 30 | 20 | 0 | 20 | 80 | 0 | 0 | 100 | 100 | 91 | 51 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 455 Data Visualization (R) | Fall 2018 | |||||||||||||||
| 5112930787 | 50 | 0 | 30 | 20 | 0 | 50 | 0 | 30 | 20 | 0 | 50 | 0 | 30 | 20 | 0 | 90 | 20 | 89 | 30 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | PREDICT 454 Advanced Modeling Techniques (R) | Winter 2017 | |||||||||||
| 5112883751 | 0 | 0 | 0 | 55 | 45 | 0 | 0 | 0 | 55 | 45 | 0 | 0 | 0 | 55 | 45 | 52 | 97 | 0 | 0 | 2 | PREDICT 400 Math for Modelers (Python) | Spring 2018 | |||||||||||||||||||
| 5112878312 | 25 | 5 | 25 | 40 | 5 | 25 | 5 | 25 | 40 | 5 | 25 | 5 | 25 | 40 | 5 | 83 | 51 | 46 | 48 | 2 | PREDICT 400 Math for Modelers (Python) | Fall 2019 | |||||||||||||||||||
| 5112833242 | 20 | 0 | 30 | 30 | 20 | 20 | 0 | 30 | 30 | 20 | 20 | 0 | 30 | 30 | 20 | 22 | 9 | 26 | 14 | 11 | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 450 Marketing Analytics (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | PREDICT 454 Advanced Modeling Techniques (R) | Winter 2017 | |||||||||||||||
| 5112833138 | 5 | 5 | 40 | 40 | 10 | 0 | 0 | 70 | 30 | 0 | 10 | 15 | 50 | 20 | 5 | 100 | 50 | 80 | 10 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | |||||||||||||||||
| 5112563347 | 5 | 0 | 35 | 35 | 25 | 0 | 0 | 5 | 15 | 80 | 0 | 0 | 5 | 25 | 70 | 90 | 75 | 60 | 40 | 12 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | Other Course with R as the Primary Language | Fall 2016 | |||||||||||
| 5112559054 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 100 | 100 | 100 | 100 | 2 | PREDICT 400 Math for Modelers (Python) | Summer 2018 | |||||||||||||||||||
| 5112555929 | 10 | 20 | 20 | 20 | 30 | 10 | 20 | 20 | 20 | 30 | 10 | 20 | 20 | 20 | 30 | 80 | 70 | 100 | 80 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Other Course with Python as the Primary Language | Other Course with R as the Primary Language | Other Course with SAS as the Primary Language | Winter 2018 | ||||||||||
| 5112555665 | 25 | 0 | 15 | 60 | 0 | 10 | 0 | 15 | 50 | 25 | 0 | 0 | 0 | 50 | 50 | 1 | 50 | 52 | 76 | NA | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 450 Marketing Analytics (R) | Spring 2018 | ||||||||||||||
| 5112529591 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 20 | 75 | 50 | 5 | 5 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2019 | |||||||||||||||||
| 5112510961 | 0 | 10 | 60 | 30 | 0 | 0 | 20 | 60 | 20 | 0 | 0 | 20 | 60 | 20 | 0 | 80 | 70 | 85 | 100 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2017 | |||||||||||||||||
| 5112485189 | 5 | 5 | 40 | 30 | 20 | 0 | 0 | 20 | 40 | 40 | 0 | 0 | 20 | 30 | 50 | 100 | 100 | 7 | 3 | 12 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 450 Marketing Analytics (R) | PREDICT 451 Risk Analytics (R) | Other Course with R as the Primary Language | Fall 2016 | |||||||||||
| 5112474389 | 10 | 5 | 40 | 40 | 5 | 0 | 0 | 40 | 40 | 20 | 15 | 5 | 30 | 30 | 20 | 100 | 85 | 75 | 65 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Fall 2018 | ||||||||||||||||||
| 5112455919 | 0 | 0 | 30 | 60 | 10 | 0 | 0 | 30 | 60 | 10 | 0 | 0 | 30 | 50 | 20 | 81 | 79 | 20 | 11 | 10 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 450 Marketing Analytics (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | Winter 2017 | |||||||||||||||
| 5112382715 | 10 | 10 | 30 | 40 | 10 | 10 | 10 | 25 | 35 | 20 | 10 | 10 | 30 | 35 | 15 | 83 | 81 | 92 | 80 | 8 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | Winter 2018 | |||||||||||||
| 5112368591 | 10 | 0 | 30 | 30 | 30 | 10 | 0 | 33 | 33 | 24 | 10 | 0 | 30 | 30 | 30 | 90 | 100 | 100 | 100 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2017 | ||||||||||||||||
| 5112290897 | 20 | 20 | 20 | 20 | 20 | 5 | 10 | 50 | 30 | 5 | 5 | 10 | 50 | 30 | 5 | 100 | 100 | 100 | 100 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Winter 2019 | ||||||||||||||||||
| 5112253051 | 0 | 0 | 0 | 25 | 75 | 0 | 0 | 0 | 0 | 100 | 0 | 0 | 0 | 25 | 75 | 0 | 0 | 0 | 0 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2018 | ||||||||||||||||
| 5112212723 | 10 | 5 | 30 | 45 | 10 | 0 | 0 | 50 | 40 | 10 | 0 | 0 | 45 | 45 | 10 | 20 | 100 | 10 | 10 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Winter 2017 | |||||||||||||
| 5112199649 | 70 | 0 | 20 | 10 | 0 | 20 | 0 | 70 | 10 | 0 | 40 | 0 | 40 | 20 | 0 | 50 | 15 | 25 | 100 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Predict 402 | Fall 2017 | |||||||||||||||
| 5111622734 | 0 | 1 | 33 | 33 | 33 | 0 | 1 | 33 | 33 | 33 | 0 | 1 | 33 | 33 | 33 | 100 | 0 | 100 | 100 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 457 Sports Management Analytics (R) | Spring 2018 | ||||||||||||||
| 5111504015 | 18 | 9 | 28 | 18 | 27 | 5 | 5 | 45 | 15 | 30 | 0 | 10 | 40 | 30 | 20 | 35 | 70 | 85 | 85 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | ||||||||||||||||||
| 5111503402 | 0 | 0 | 10 | 70 | 20 | 0 | 0 | 0 | 100 | 0 | 20 | 20 | 25 | 25 | 10 | 35 | 70 | 2 | 10 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | ||||||||||||||
| 5111454402 | 0 | 0 | 20 | 50 | 30 | 20 | 20 | 20 | 20 | 20 | 0 | 0 | 20 | 50 | 30 | 69 | 31 | 1 | 5 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 451 Risk Analytics (R) | Summer 2017 | ||||||||||||
| 5111200817 | 30 | 0 | 0 | 50 | 20 | 80 | 10 | 0 | 0 | 10 | 60 | 0 | 0 | 20 | 20 | 1 | 80 | 80 | 90 | 11 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | Fall 2016 | ||||||||||||||||
| 5111168215 | 20 | 0 | 40 | 30 | 10 | 20 | 0 | 40 | 30 | 10 | 20 | 0 | 40 | 35 | 5 | 70 | 90 | 80 | 60 | 9 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | Summer 2017 | |||||||||||||
| 5111156678 | 40 | 0 | 20 | 20 | 20 | 20 | 0 | 20 | 20 | 40 | 30 | 0 | 40 | 20 | 10 | 100 | 0 | 0 | 100 | 12 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | Other Course with R as the Primary Language | Fall 2016 | |||||||||||
| 5111062517 | 30 | 0 | 30 | 30 | 10 | 30 | 0 | 30 | 30 | 10 | 50 | 0 | 25 | 25 | 0 | 41 | NA | 61 | 59 | 11 | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 451 Risk Analytics (R) | PREDICT 454 Advanced Modeling Techniques (R) | Fall 2016 | |||||||||||||||
| 5111056463 | 20 | 0 | 0 | 40 | 40 | 15 | 5 | 10 | 30 | 40 | 5 | 5 | 10 | 30 | 50 | 20 | 60 | 70 | 80 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | |||||||||||||||
| 5110957277 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 30 | 50 | 20 | 0 | 0 | 75 | 75 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Summer 2018 | |||||||||||||||||
| 5110915842 | 15 | 15 | 50 | 20 | 0 | 15 | 15 | 50 | 20 | 0 | 15 | 15 | 50 | 20 | 0 | 100 | 100 | 100 | 100 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2019 | |||||||||||||||||
| 5110712343 | 0 | 0 | 50 | 20 | 30 | 20 | 20 | 20 | 20 | 20 | 0 | 20 | 25 | 25 | 30 | 99 | 26 | 25 | 29 | 7 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | ||||||||||||||||
| 5110418963 | 35 | 0 | 40 | 25 | 0 | 50 | 0 | 50 | 0 | 0 | 70 | 0 | 30 | 0 | 0 | 40 | 40 | 75 | 75 | 6 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2019 | |||||||||||||||
| 5110352401 | 33 | 0 | 33 | 34 | 0 | 20 | 0 | 40 | 40 | 0 | 40 | 0 | 30 | 30 | 0 | 100 | 100 | 100 | 100 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Other Course with R as the Primary Language | Predict 480 | Spring 2019 | |||||||||||||||
| 5110327343 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 90 | 70 | 20 | 10 | 4 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Fall 2019 | ||||||||||||||||
| 5110303458 | 5 | 10 | 40 | 40 | 5 | 5 | 10 | 40 | 40 | 5 | 5 | 10 | 40 | 40 | 5 | 100 | 100 | 100 | 100 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Summer 2019 | ||||||||||||||||||
| 5110270448 | 0 | 0 | 40 | 40 | 20 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 40 | 60 | 0 | 100 | 80 | 50 | 100 | 4 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2019 | |||||||||||||||||
| 5110255813 | 15 | 10 | 25 | 35 | 15 | 5 | 5 | 35 | 50 | 5 | 5 | 5 | 15 | 45 | 30 | 73 | 68 | 62 | 75 | 12 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | PREDICT 455 Data Visualization (R) | Other Course with Python as the Primary Language | Other Course with R as the Primary Language | Fall 2016 | |||||||||
| 5110241032 | 15 | 5 | 40 | 40 | 0 | 5 | 5 | 45 | 45 | 0 | 20 | 20 | 30 | 30 | 0 | 100 | 100 | 50 | 50 | 2 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | Spring 2018 | ||||||||||||||||||
| 5110217530 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 100 | 0 | 0 | 20 | 0 | 80 | 0 | 0 | 100 | 0 | 0 | 0 | 8 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 455 Data Visualization (R) | Fall 2017 | |||||||||||||||
| 5110139306 | 15 | 10 | 30 | 30 | 15 | 15 | 10 | 30 | 30 | 15 | 15 | 10 | 30 | 30 | 15 | 100 | 30 | 100 | 100 | 10 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 422 Practical Machine Learning (R) | PREDICT 452 Web Analytics and Network Data Science (Python) | Winter 2017 | ||||||||||||||
| 5110022069 | 5 | 5 | 25 | 40 | 25 | 5 | 10 | 20 | 30 | 35 | 5 | 10 | 0 | 40 | 45 | 13 | 0 | 0 | 0 | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Spring 2018 | ||||||||||||||
| 5109994528 | 0 | 0 | 10 | 45 | 45 | 0 | 0 | 20 | 40 | 40 | 10 | 10 | 20 | 30 | 30 | 60 | 80 | 80 | 60 | 12 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 422 Practical Machine Learning (R) | PREDICT 455 Data Visualization (R) | Other Course with R as the Primary Language | Other Course with SAS as the Primary Language | 599 thesis(SAS with R), 499 independent study (SAS), 417 database systems | Summer 2017 | ||||||||||
| 5109993976 | 25 | 5 | 20 | 25 | 25 | 15 | 5 | 20 | 30 | 30 | 15 | 5 | 20 | 30 | 30 | 100 | 30 | 20 | 20 | 10 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | PREDICT 422 Practical Machine Learning (R) | PREDICT 450 Marketing Analytics (R) | PREDICT 451 Risk Analytics (R) | Winter 2017 | |||||||||||
| 5109980456 | 5 | 5 | 40 | 40 | 10 | 0 | 0 | 60 | 40 | 0 | 5 | 5 | 50 | 30 | 10 | 100 | 95 | 75 | 50 | 9 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | Other Course with R as the Primary Language | 490 - Special Topic -- Data Visualization | Fall 2016 | |||||||||||||||
| 5109980180 | 5 | 15 | 40 | 30 | 10 | 10 | 0 | 30 | 30 | 30 | 5 | 0 | 40 | 40 | 15 | 15 | 5 | 70 | 60 | 1 | PREDICT 400 Math for Modelers (Python) | Winter 2018 | |||||||||||||||||||
| 5109975958 | 0 | 0 | 75 | 15 | 10 | 5 | 5 | 70 | 10 | 10 | 5 | 5 | 60 | 20 | 10 | 30 | 70 | 20 | 20 | 2 | PREDICT 400 Math for Modelers (Python) | Fall 2018 | |||||||||||||||||||
| 5109972944 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 0 | 0 | 0 | 50 | 50 | 75 | 75 | 25 | 25 | 10 | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 455 Data Visualization (R) | Spring 2017 | |||||||||||||||||
| 5109962530 | 10 | 10 | 33 | 33 | 14 | 12 | 13 | 25 | 25 | 25 | 20 | 20 | 20 | 20 | 20 | 100 | 50 | 75 | 25 | 6 | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | 2020 or Later | |||||||||||||||
| 5109927686 | 0 | 0 | 40 | 40 | 20 | 0 | 0 | 40 | 50 | 10 | 0 | 0 | 50 | 40 | 10 | 100 | 26 | 2 | 8 | 3 | PREDICT 400 Math for Modelers (Python) | PREDICT 420 Database Systems and Data Preparation (Python) | Winter 2018 | ||||||||||||||||||
| 5109817376 | 10 | 0 | 10 | 60 | 20 | 0 | 0 | 0 | 70 | 30 | 0 | 0 | 0 | 50 | 50 | 70 | 50 | 80 | 60 | 5 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | Summer 2018 | |||||||||||||||
| 5109806898 | 0 | 0 | 30 | 70 | 0 | 0 | 0 | 30 | 70 | 0 | 0 | 0 | 30 | 50 | 20 | 30 | NA | NA | NA | 7 | PREDICT 400 Math for Modelers (Python) | PREDICT 401 Introduction to Statistical Analysis (R) | PREDICT 410 Regression and Multivariate Analysis (SAS) | PREDICT 411 Generalized Linear Models (SAS) | PREDICT 413 Time Series Analysis and Forecasting (R) | PREDICT 420 Database Systems and Data Preparation (Python) | Fall 2018 |
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