What you'll learn:
- AI Concepts and Workloads
- History of AI
- Machine Learning Fundamentals
- Deep Learning Fundamentals
- Generative AI Fundamentals
- Demo Lab on Machine Learning
- OCI AI Infrastructure
- OCI AI Services
- Quiz & Practice Tests
- Demo Labs on Deep Learning
- Demo Labs on OCI AI Services
The Oracle Cloud Infrastructure AI Foundations Associate certification is designed for individuals who intend to demonstrate fundamental knowledge of Artificial Intelligence, Machine Learning, and related services provided by Oracle Cloud Infrastructure (OCI). This certification does not mandate candidates to have data science and software engineering experience, yet familiarity with OCI basics is beneficial. This credential serves as a foundation for other OCI role-based certifications like OCI Data Science Professional or OCI Digital Assistant Professional.
The course will present you with a foundational understanding of AI. The course has several modules where you will be explained basic concepts around AI, Machine Learning, Deep Learning, Generative AI, Large Language Models (LLMs), and Oracle AI infrastructure and AI services.
The Topics that will be covered are as follows:
AI Concepts and Workloads
Understand the fundamental AI concepts and workloads
Machine Learning and Deep Learning
Explain the key concepts and terminologies of Machine Learning
Explain the key concepts and terminologies of Deep Learning
Identify common Machine Learning types
Generative AI and Large Language Models
Understand the fundamentals of Generative AI
Explain Large Language Model concepts
Explain the role of prompt engineering and fine-tuning in Generative AI
OCI AI Infrastructure and Services
Describe OCI AI Infrastructure
Describe OCI AI Services
