October 2022 - Novenber 2023
Program Details
The Science of Data (SoD) Certificate Program, specially prepared for Aksigorta and AgeSa with an insurance-based content, will take place between October 2022 and June 2023. Teams are working on machine learning, artificial intelligence and data analysis for six months and six modules with a total of around 50 participants from Aksigorta and Agesa.
All course hours are CET.
Lecture 1 - 22 Mar, W 19:30-22:30
Introduction to Data Science, D. Yenigun
Lecture 2 - 25 Mar, Sa 10:30-13:30
Basic Python Programming and Data Preprocessing, D. Sen
Lecture 3 - 29 Mar, W 19:30-22:30
Data Visualization I, M. Yildirim
Lecture 4 - 01 Apr, Sa 10:30-13:30
Data Visualization II, M. Yildirim
Lecture 5 - 05 Apr, W 19:30-22:30
Linear Regression Models, D. Yenigun
Lecture 6 - 08 Apr, Sa 10:30-13:30
Classification Models, D. Yenigun
Lecture 7 - 12 Apr, W 19:30-22:30
Time Series Visualization and Forecasting, D. Yenigun
Lecture 8 - 15 Apr, Sa 10:30-13:30
Cluster Analysis, D. Sen
Lecture 9 - 19 Apr, W 19:30-22:30
Support Vector Machines, D. Sen
Lecture 10 - 22 Apr, Sa 10:30-13:30
Artificial Neural Networks, D. Sen
Lecture 11- 26 Apr, W 19:30-22:30
Natural Language Processing, D. Sen
Lecture 12 - 29 Apr, Sa 10:30-12:30
Market Basket Analysis, D. Yenigun