Location

Istanbul Bilgi University santralistanbul Campus

Module 1:Fundamentals of Artificial Intelligence and Data Systems (80 hours)

Dates: February 5, 2025 – March 23, 2025

• Mathematical Foundations (30 hours)
• Algorithms and Data Structures (20 hours)
• Relational and SQL Databases (10 hours)
• Business Analytics (10 hours)
• Centralized and Distributed Architectures (10 hours)

Module 2:Business Data Analytics and Decision-Making (102 hours)

Dates: April 2, 2025 – June 22, 2025*

• Advanced SQL, NoSQL, and NewSQL (16 hours)
• Business Intelligence and Applied Analytics (10 hours)
• Machine Learning on Big Data (24 hours)
• Distributed Massive Data Processing (24 hours)
• Cloud Computing and Applications (12 hours)
• Graph Analysis (16 hours)

Module 3:Learning Techniques in Business Technologies (120 hours)

Dates: September 17, 2025 – December 14, 2025*

• Big Data Management (10 hours)
• Supervised and Unsupervised Learning (30 hours)
• Reinforcement Learning (10 hours)
• Natural Language Processing with Transformers (15 hours)
• Deep Learning and Generative AI (30 hours)
• Recommendation Systems (15 hours)
• Optimization Techniques (10 hours)

Module 4:Case Studies and Artificial Intelligence Project (60 hours)

Dates: December 17, 2025 – January 28, 2026*

• Management with Artificial Intelligence (10 hours)
• Artificial Intelligence in Finance (10 hours)
• Artificial Intelligence in Healthcare (10 hours)
• Artificial Intelligence in Robotics (10 hours)
• Artificial Intelligence Project (20 hours)

*Estimated timetable