Generative AI for Cloud Solutions
By External Provider
About this course
This course explores how Generative AI is transforming modern cloud solutions by combining large language models with scalable cloud architectures. Learners gain a strategic understanding of how AI-driven systems are designed, deployed, and governed in real-world cloud environments. Through a structured journey from NLP foundations to advanced LLM-based application development, the course helps learners build practical skills in fine-tuning models, retrieval-augmented generation, and prompt engineering. You will learn how to design, deploy, and scale AI-powered cloud applications while addressing operational and performance challenges. What sets this course apart is its balance of conceptual depth and hands-on architectural thinking. It connects core AI concepts with real-world cloud deployment patterns, Dev frameworks, and LLMOps practices. This course is ideal for cloud engineers, software developers, architects, and technology professionals looking to integrate Generative AI into cloud solutions. A basic understanding of cloud computing and software development concepts is recommended.
What you will learn
- Understand the fundamentals of generative AI, large language models, and their integration with cloud platforms.
- Explore advanced techniques such as fine-tuning, prompt engineering, and responsible AI practices.
- Gain insights into the development and deployment of AI applications using frameworks like LLMOps and Assistants APIs.