Curriculum
6 Sections
17 Lessons
38 Hours
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Module A: Machine Learning Paradigms in Banking (8 Hours)
3
1.1
Section 1: Introduction to Machine Learning Paradigms in Banking
1.2
Section 2: Advanced Learning Paradigms in Banking
1.3
Section 3: Practical Applications in Egyptian Banking
Module B: Algorithms and Applications in Banking (10 Hours)
3
2.1
Section 1: Decision Trees and Random Forests in Banking
2.2
Section 2: Neural Networks for Banking Operations
2.3
Section 3: Algorithm Optimization
Module C: Automation & AI Agents (4 Hours)
3
3.1
Section 1: Fundamentals Evaluation Metrics in Banking
3.2
Section 2: Advanced Evaluation Techniques
3.3
Section 3: Performance Monitoring and Reporting
Module D: GAN Architecture and Implementation in Banking (6 Hours)
3
4.1
Section 1: GAN Technical Architecture
4.2
Section 2: Banking-Specific GAN Implementation
4.3
Section 3: Production Deployment
Module E: LLM Architecture and Banking Applications (8 Hours)
3
5.1
Section 1: LLM Technical Architecture
5.2
Section 2: Advanced LLM Implementation
5.3
Section 3: Production Systems
Module F: Emerging Applications of Generative AI in Banking (2 Hours)
2
6.1
Section 1: Innovation in Banking Services
6.2
Section 2: Future Banking Landscape
Mastering the Essentials of AI Evolution
Curriculum
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