Learn AI and machine learning fundamentals on Oracle Cloud Infrastructure. Prepare for the 1Z0-1122-25 exam with practical OCI AI concepts, perfect for beginners.

Syllabus

Intro to AI Foundations

This track covers Oracle Cloud Infrastructure’s certification path, business growth, and foundational technologies, alongside key AI concepts such as machine learning, deep learning, data types, algorithms, and their applications in text, image, and document analysis.

Intro to ML Foundations

This track provides a comprehensive introduction to machine learning, covering essential concepts such as supervised and unsupervised learning, classification, regression, ensemble methods, clustering, and reinforcement learning. Throughout the courses, you will learn to evaluate models, apply key algorithms, perform feature engineering, and understand hyperparameter tuning. The curriculum also explores the deployment of models in production and the role of recommendation systems in modern applications, equipping you with practical skills for real-world ML challenges.

Intro to DL Foundations

This track provides a comprehensive journey through foundational and advanced deep learning concepts. Explore key architectures including neural networks, CNNs, RNNs, and autoencoders, alongside essential topics like image preprocessing, NLP applications, and transfer learning. Develop an intuitive and technical understanding of how modern deep learning systems are built, trained, and applied to solve complex, real-world problems across diverse domains.

Intro to Generative AI & LLMs

This track explores the foundations and advancements of generative AI, including VAEs, GANs, LLMs, and transformers. You will master prompt engineering, understand architectural innovations, and explore the evolution of AI models, gaining the skills to apply cutting-edge techniques and optimize AI-driven solutions across diverse domains.

Get started with OCI AI Portfolio

This track covers foundational concepts and advanced features of Oracle’s AI stack as well as responsible AI practices. You will explore the full Oracle AI stack, generative AI, data science tools, cloud infrastructure, and ethical considerations, preparing them to implement and manage enterprise AI initiatives effectively.

OCI Generative AI and Oracle 23ai

This track covers the fundamentals and advanced techniques of semantic search, RAG, and Generative AI within Oracle’s data ecosystem, guiding learners from database setup to deploying intelligent, scalable AI solutions for enterprise knowledge management.

Intro to OCI AI Services*

This track introduces Oracle Cloud Infrastructure AI services, Language, Speech, and Vision, covering prebuilt and custom models for text, audio, and image analysis. You will learn practical skills in automated text classification, speech processing, and intelligent image recognition for diverse business applications.