Unfinished: [[TODO: confirm which of these courses are currently on sale, and link each one to its catalogue page]]
LearnStatistics for Operations Research and the Management Sciences (INFORMS) chose LearnStatistics as a Recognized Analytics Education Provider that supports the Certified Analytics Professional (CAP®) program, so your course credits are recognized in their certification programs.
The following courses are eligible for transfer into a INFORMS Certified Analytics Professional (CAP®) program:
- Anomaly Detection
- Bayesian Regression Modeling via MCMC Techniques
- Bayesian Statistics in R
- Cluster Analysis
- Customer Analytics in R
- Discrete Choice Modeling and Conjoint Analysis
- Financial Risk Modeling
- Forecasting Analytics
- Interactive Data Visualization
- Introduction to Bayesian Computing and Techniques
- Introduction to Bayesian Statistics
- Introduction to Design of Experiments
- Introduction to Network Analysis
- Logistic Regression
- Mapping in R
- Matrix Algebra
- Modeling Count Data
- Modeling in R
- Natural Language Processing
- Natural Language Processing Using NLTK
- Optimization – Linear Programming
- Predictive Analytics 1 – Machine Learning Tools
- Predictive Analytics 1 – Machine Learning Tools – with Python
- Predictive Analytics 1 – Machine Learning Tools – with R
- Predictive Analytics 2 – Neural Nets and Regression
- Predictive Analytics 2 – Neural Nets and Regression – with R
- Predictive Analytics 3 – Dimension Reduction, Clustering and Association Rules
- Predictive Analytics 3 – Dimension Reduction, Clustering and Association Rules – with R
- Python for Analytics
- R Programming – Intermediate
- R Programming – Introduction 1
- R Programming – Introduction 2
- Regression Analysis
- Risk Simulation and Queuing
- Spatial Statistics for GIS – Using R
- SQL – Introduction to Database Queries
- Survival Analysis
- Text Mining Using Python
- Visualization in R with ggplot2