[FREE] Oracle Generative AI Professional Certification and Course - TechCracked

Welcome to the OCI Generative AI Certification course ! 

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.

This course provides a comprehensive understanding of AI, machine learning, deep learning, and generative AI technologies. It also covers the entire OCI AI stack, including AI infrastructure and services such as OCI Data Science, Language, Vision, Speech, and Document Understanding.

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