Intended Audience
Telecom professionals, data scientists, AI enthusiasts, product managers
Objectives
After completing this course, the learner will be able to:
■ Define generative AI and its potential in telecom
■ Demystify prompt engineering
■ List applications of generative AI in Networking
■ Examine effective prompts for desired outputs
■ Explore ethical challenges in using generative AI
Outline
1. Foundations
1.1 Foundations of AI and Generative AI
1.2 Telecom Landscape and Challenges
2. Power of Prompt Engineering
2.1 Crafting Effective Prompts
2.2 Zero-shot and Few-shot learning
2.3 Chain of Thought (CoT)
3. Generative AI in Action
3.1 Real-World Use Cases
3.2 Network Optimization
3.3 Personalized Customer Experience
3.4 Security and Fraud Detection
4. Ethical Considerations and Challenges
4.1 Bias and Fairness
4.2 Transparency and Explainability
4.3 Privacy and Security
5. Conclusion
5.1 Summary