Course description
The “Master in Artificial Intelligence for Developers” is a comprehensive program designed by RocketMind, aimed at professionals and technology enthusiasts seeking to delve deeper into the field of artificial intelligence (AI) and its applications. Through a general introduction to AI, participants will explore from the origins and fundamental concepts of AI to the differences and applications of machine learning, deep learning, and the latest generation language models (LLMs).
This master’s is essential for those looking not only to understand AI but to effectively apply it in innovative solutions, preparing them to lead in the era of digital transformation.
Concepts covered in the course:
- Extensive introduction to key AI terms and a focus on responsible AI.
- Demystifying AI to showcase real-world applications.
- Introduction to the concept of General Artificial Intelligence (AGI).
- Deep dive into prompt engineering, led with an emphasis on:
- Importance of clear syntax.
- Task breakdown.
- Few-Shot Learning.
- Opportunity to explore and compare different types of LLMs.
- Learning about OpenAI, its global impact, and best practices for production.
- Coverage on the use and costs of AI models, OpenAI API, authentication options, and endpoints.
- Practical sessions on integrating the OpenAI API into applications using Typescript and .NET.
- Applications created with Semantic Kernel
- Introduction to Agents
- Lessons on implementation, monitoring, and best practices for performance and latency.