موضوعات کارگاه آموزشي علوم داده

1-Introduction and Anatomy of JMP, Outlier Analysis

2-Regression and Validation

3-Information Gain, Informative Missing, Partitioning with Trees

4-Clustering

5-Optimization and Monte Carlo Simulation in Excel

7-Principal Component Analysis with JMP

8-Artificial Neural Networks with JMP

9-Case Studies in Data Science using different techniques in JMP

10-An introduction to using Python for basic data analysis

11-Project