1Z0-1122-24 | Oracle Cloud Infrastructure AI Foundations

(1Z0-1122-24) Oracle Cloud Infrastructure 2024 AI Foundations Associate (English)

Job Roles: Cloud Beginners, Solution Architect, Developer, DevOps Engineer, Security Engineer/Architect, Sys Admin, Cloud Engineer, Data Engineer, Data Scientist/ML Engineer

Welcome to the OCI Cloud Infrastructure Certification Course!

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).

Upon completion of this Learning Path, you will be able to:

• Understand Large Language Models (LLMs)

• Become proficient in OCI Generative AI Service

• Build a Retrieval-Augmented Generation (RAG) based chatbot using OCI Generative AI service

Prerequisites: You need to have a basic understanding of Machine Learning and Deep Learning concepts and familiarity with Python.

Skills you will learn:

• Fundamentals of Large Language Models (LLMs): LLM basics, LLM architectures, Prompt Engineering, Fine-tuning techniques, fundamentals of code models, Multi-modal LLMs and Language Agents

• OCI Generative AI Deep-Dive: Pretrained Foundational Models (Generation, Summarization, Embedding), Flexible Fine-tuning including T-Few techniques, Model Inference, Dedicated AI Clusters, Generative AI Security architecture

• Build a Conversational Chatbot with OCI Generative AI: Understand RAG, Vector Databases, Semantic Search, build chatbot using LangChain Framework (Prompts, Models, Memory, Chains), Trace and Evaluate chatbot and deploy on OCI