2024 Oracle Cloud AI Certification: Free

Oracle is offering Free Certification for OCI Generative AI. Valid through July 31, 2024.

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Course & Certification Exam Topics

• The Oracle Cloud Infrastructure 2024 Generative AI Professional Course and certification is designed for Software Developers, Machine Learning/AI Engineers, and Gen AI Professionals. The prerequisite for this course includes a basic understanding of Machine Learning and Deep Learning concepts and experience with Python language.
  • Fundamentals of Large Language Models (LLMs)
  • Explain the fundamentals of LLMs
  • Understand LLM architectures
  • Design and use prompts for LLMs
  • Understand LLM fine-tuning
  • Understand the fundamentals of code models, multi-modal, and language agents
  • Using OCI Generative AI Service
  • Explain the fundamentals of OCI Generative AI service
  • Use pretrained foundational models for Generation, Summarization, and Embedding
  • Create dedicated AI clusters for fine-tuning and inference
  • Fine-tune base model with custom dataset
  • Create and use model endpoints for inference
  • Explore OCI Generative AI security architecture
  • LLM Building Blocks
  • Understand Retrieval Augmented Generation (RAG) concepts
  • Explain vector database concepts
  • Explain semantic search concepts
• Building an LLM Application with OCI Generative AI Service
  • Build LangChain models, prompts, memory, and chains
  • Build an LLM application with RAG and LangChain
  • Trace and evaluate an LLM application
  • Deploy an LLM application