DAUPHINE-BİLGİ BUSINESS ANALYTICS & DATA SCIENCE CERTIFICATE PROGRAM

Scope and Objective of the Program

The program is designed to equip participants with comprehensive knowledge and practical expertise in artificial intelligence and data science, with a focus on their applications in the business world and across various industries. Each module combines theoretical knowledge with practical training to enhance participants' competencies at both academic and practical levels.

Who Can Attend

This program is designed for professionals, postgraduate students, and academics who wish to pursue a career in the field of data science and artificial intelligence.

Program Content:

*The language of instruction is English.

Module 1:

Fundamentals of Artificial Intelligence and Data Systems (80 hours) / February 5 – March 23, 2025

·         Mathematical Foundations (30 hours): Instructors: Tuğçe Ulutaş & Umut D. Yalçın

·         Algorithms and Data Structures (20 hours): Instructor: Özgür Özdemir

·         Relational and SQL Databases (10 hours): Instructor: Elena Battini Sönmez

·         Business Analytics (10 hours): Instructor: Haluk Levent

·         Centralized and Distributed Architectures (10 hours): Instructor: Dario Collazzo

Module 2:

Business Data Analytics and Decision-Making (102 hours) / April 2 – June 22, 2025*

·         Advanced SQL, NoSQL, and NewSQL (16 hours): Instructor: TBA

·         Business Intelligence and Applied Analytics (10 hours): Instructor: TBA

·         Machine Learning on Big Data (24 hours): Instructor: TBA

·         Distributed Massive Data Processing (24 hours): Instructor: TBA

·         Cloud Computing and Applications (12 hours): Instructor: TBA

·         Graph Analysis (16 hours): Instructor: Dauphine University

Module 3:

Learning Techniques in Business Technologies (120 hours) / September 17 – December 14, 2025*

·         Big Data Management (10 hours): Instructor: TBA

·         Supervised and Unsupervised Learning (30 hours): Instructor: Doğan Çörüş

·         Reinforcement Learning (10 hours): Instructor: Dauphine University

·         Natural Language Processing with Transformers (15 hours): Instructor: TBA

·         Deep Learning and Generative AI (30 hours): Instructor: TBA

·         Recommendation Systems (15 hours): Instructor: Dauphine University

·         Optimization Techniques (10 hours): Instructor: TBA

Module 4:

Case Studies and Artificial Intelligence Project (60 hours) / December 17,2025 – January 28, 2026*

·         Management with Artificial Intelligence (10 hours): Instructor: TBA

·         Artificial Intelligence in Finance (10 hours): Instructor: TBA

·         Artificial Intelligence in Healthcare (10 hours): Instructor: TBA

·         Artificial Intelligence in Robotics (10 hours): Instructor: TBA

·         Artificial Intelligence Project (20 hours): Instructor: Dauphine University

*Estimated Timetable

Instructors: Prof. Dario Collazzo (Univ. de Dauphine, Paris)

Assoc. Prof. Savaş Yıldırım (Istanbul Bilgi University)

Assoc. Prof. Tuğba Dalyan (Istanbul Bilgi University)

Assoc. Prof. Elena Battini Sönmez (Istanbul Bilgi University)

Prof.  Cenktan Özyıldırım (Istanbul Bilgi University)

Prof.  Haluk Levent (Istanbul Bilgi University)

Asst. Prof. Doğan Çörüş (Istanbul Bilgi University)

Certification

Participants enrolled in all four modules of the certificate program will officially have the status of a registered student at Université de Dauphine.

Participants who attend at least 70% of the lessons in the relevant module and pass the exams will receive a "Training Certificate" approved by Istanbul Bilgi University and BİLGİ Eğitim. Additionally, participants who successfully complete the entire certificate program (all four modules) will be awarded a Master's Degree in Data Science from Université de Dauphine. 

Dates: February 5, 2025 – January 28, 2026

Duration: 362 hours

Wednesdays-Saturdays and Sundays

Weekdays between 19:00-21:00

Weekends between 10:00-16:00

Fee: 310,000 TL (VAT included)

A 10% discount applies for Istanbul Bilgi University members.

Location santralIstanbul Campus 

For Detailed Information

Asst. Prof. Doğan Çörüş

dogan.corus@bilgi.edu.tr

To Register

bilgiegitim@bilgi.edu.tr

0 (212) 311 72 34