The Oracle Cloud Infrastructure 2024 Generative AI Professional (1Z0-1127-24) Course and certification caters to Software Developers, Machine Learning/AI Engineers, and Gen AI Professionals.
A prerequisite for enrollment is a foundational understanding of Machine Learning and Deep Learning concepts, along with proficiency in the Python programming language.
Foundations of Large Language Models (LLMs)
Introduction to LLM fundamentals
Exploration of LLM architectures
Techniques for designing and utilizing prompts with LLMs
Understanding the process of LLM fine-tuning
Overview of code models, multi-modal systems, and language agents
Utilizing OCI Generative AI Service
Explanation of the core principles of OCI Generative AI service
Utilization of pretrained foundational models for tasks such as Generation, Summarization, and Embedding
Creation of dedicated AI clusters tailored for fine-tuning and inference tasks
Fine-tuning base models using custom datasets to enhance performance
Creation and utilization of model endpoints for efficient inference processes
Exploration of the security architecture of OCI Generative AI service
LLM Building Blocks
Understanding key concepts related to Retrieval Augmented Generation (RAG)
Explanation of vector database principles
Introduction to semantic search concepts
Building an LLM Application with OCI Generative AI Service
Development of LangChain models, prompts, memory structures, and chains
Construction of an LLM application incorporating RAG and LangChain methodologies
Techniques for tracing and evaluating the performance of an LLM application
Deployment strategies for LLM applications
Once activated, you will be taken to Oracle MyLearn where you can start your digital learning journey and get your Two Free Gen AI Professional Exam Attempts.
