Oracle Generative AI Professional

The Oracle Cloud Infrastructure 2024 Generative AI Professional 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. Individuals who earn this credential have a strong understanding of the Large Language Models (LLMs) and are skilled at using OCI Generative AI Service. They are also familiar with techniques such as Retrieval-Augmented Generation, Semantic Search, Vector database, and LangChain, to build, trace, evaluate, and deploy LLM applications.

From my LinkedIn post:

The Oracle OCI 2024 Generative AI Professional exam I sat earlier and scored on 90% was certainly imbuing a wide-range skillset of Gen AI developer and researcher technologies.

Prior to the exam, I attended the sessions presented by subject-matter experts, and trained myself the Gen AI learning pathway course including on selective Gen AI services such as chatbot and prompt engineering.

The topics I indulged in was comprehensive, and to name a few, on matters of:

• OCI Generative AI
• LangChain
• LangSmith
• Cohere V3
• RAG, and Retriever and Ranker
• params and PEFTs
• LLMs and fine-tuned LLMs
• Python Conda
• LCEL
• few shots on T-Few including Vanilla
• Top K, Top P
• RDMA
• Temperature
• Semantics and Semantic Search
• Sequences
• AI Assistant and Chatbots
• Chain-of-Thought
• Least-to-most
• Step-back
• Dot
• Oracle ADS
• Vectors
• Greedy Code
and other knowledge skills generic and specific to AI and Gen AI.