Dr. Şebnem Özdemir
Title: Introduction to Data Science with Python (October 5, 2019     6 hours)
Content:

1.      The Journey of Data Science: Tips, Flops and To Do List

2.      Introduction to Python

·         Data Structures and Basic Operations

·         Programming Fundamentals of Python

3.      Powerful Libraries and Data Science Concepts

·         Pandas for Data Manipulation

·         Numpy for Scientific Computing

·         SciPy for Statistics

·         Matplotlib for Visualization

·         Scikit-learn for Machine Learning

 

Prof. Dr. Mehmet Ziya FIRAT

Title: Bayesian Regression Analysis via WinBUGS (October 6, 2019     6 hours)
Content: Bayesian Regression Analysis Using WinBUGS