Statistics courses at Penn
25,517 STAT courses at University of Pennsylvania, with prerequisites, ratings, workload, and what each one unlocks.
CoursesRemove STAT Statistics
Showing 101–150 of 179
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- STAT 4710Modern Data Mining
3 prerequisites
- STAT 4730Data Science Using ChatGPT
unlocks 2 courses
- STAT 4750Sample Survey Design
3 prerequisites
- STAT 4760Applied Probability Models in Marketing
- STAT 4770Introduction to Python for Data Science
- STAT 4800Advanced Statistical Computing
12 prerequisites
- STAT 4810Convex Optimization for Statistics and Data Science
1 prerequisite
- STAT 4830Numerical Optimization for Data Science and Machine Learning
4 prerequisites
- STAT 4850Foundations of Deep Learning with Applications
- STAT 4920Community Data Science
4 prerequisites
- STAT 5000Applied Regression and Analysis of Variance
unlocks 2 courses
- STAT 5010Introduction to Nonparametric Methods and Log-linear Models
unlocks 1 course
- STAT 5030Data Analytics and Statistical Computing
unlocks 1 course
- STAT 5100Probability
unlocks 21 courses
- STAT 5110Statistical Inference
unlocks 4 courses · 1 prerequisite
- STAT 5120Mathematical Statistics
2 prerequisites
- STAT 5150Advanced Statistical Inference I
unlocks 1 course · 3 prerequisites
- STAT 5160Advanced Statistical Inference II
1 prerequisite
- STAT 5200Applied Econometrics I
unlocks 13 courses · 3 prerequisites
- STAT 5210Applied Econometrics II
unlocks 1 course · 1 prerequisite
- STAT 5330Stochastic Processes
1 prerequisite
- STAT 5350Forecasting Methods for Management
- STAT 5420Bayesian Methods and Computation
2 prerequisites
- STAT 5440Applied Bayesian Modeling
2 prerequisites
- STAT 5710Modern Data Mining
- STAT 5800Advanced Statistical Computing
12 prerequisites
- STAT 5810Convex Optimization for Statistics and Data Science
- STAT 5850Foundations of Deep Learning with Applications
- STAT 5900Causal Inference
- STAT 5920Community Data Science
4 prerequisites
- STAT 6080Stat Waiver Preparation
- STAT 6080BStat Waiver Preparation
- STAT 6110BMath for Bus Analysis
- STAT 6130Regression Analysis for Business
unlocks 11 courses
- STAT 6210Accelerated Regression Analysis for Business
unlocks 8 courses
- STAT 7010Modern Data Mining
- STAT 7050Statistical Computing with R
2 prerequisites
- STAT 7100Data Collection and Acquisition: Strategies and Platforms
- STAT 7110Forecasting Methods for Management
2 prerequisites
- STAT 7220Predictive Analytics for Business
2 prerequisites
- STAT 7230Applied Machine Learning in Business
2 prerequisites
- STAT 7240Text Analytics
- STAT 7250Sports and Gaming Analytics2 credits
2 prerequisites
- STAT 7700Data Analytics and Statistical Computing
unlocks 1 course
- STAT 7730Data Science Using ChatGPT
2 prerequisites
- STAT 7760Applied Probability Models in Marketing
- STAT 7770Introduction to Python for Data Science
- STAT 7800Advanced Statistical Computing
2 prerequisites
- STAT 8990Independent Study
- STAT 9150Nonparametric Inference
1 prerequisite