Oracle OCI AI Foundations AI ML Student Final Year Projects and Guidance Python

 Notes

• 🤖 Generative AI for Beginners
• 🤖 OCI 2024 AI Foundations Course Introduction
• 🤖 Introduction (AI) (AGI)
• 🤖 AI Tasks and Data
• 🤖 Demo AI
• 🤖 AI vs ML vs DL
• 🤖 Skill Check: AI Basics
• 🤖 Machine learning
• 🤖 Supervised learning : Regression
• 🤖 Supervised learning : Classification
• 🤖 Demo : Jupyter Notebook
• 🤖 Demo : Machine Learning 1
• 🤖 Demo : Machine Learning 2
• 🤖 Unsupervised Learning
• 🤖 Reinforcement Learning
• 🤖 Skill check ML Basics OCI
• 🤖 Into Deep Learning
• 🤖 Deep Learning Sequence models
• 🤖 Deep Learning models CNN
• 🤖 Skill Check DL Basics
• 🤖 Generative AI and LLM
• 🤖 Introduction to generative AI
• 🤖 LLM Introduction to Large Language Models
• 🤖 Transformers 1
• 🤖 Transformers 2
• 🤖 Prompt Egineering
• 🤖 Customizing large language models (LLMs)
• 🤖 AI Services Overview
• 🤖 Machine Learning (ML) services Overview
• 🤖 AI Infrastructure
• 🤖 Responsible AI
• 🤖 OCI Generative AI Service
• 🤖 Generative AI Service demo
• 🤖 Generative Correct

Notes 2

• 🤖 Introduction to LLM
• 🤖 LLM Architecture
• 🤖 Prompt Engineering
• 🤖 Prompt Engineering Issues
• 🤖 Large language model (LLM) training
• 🤖 Decoding
• 🤖 Hallucination
• 🤖 Large language models (LLMs)
• 🤖 Q Generative AI Professional
• 🤖 OCI Generative AI Service
• 🤖 Chat Model
• 🤖 Embeddings
• 🤖 Prompt Engineering
• 🤖 Customizing LLMs
• 🤖 Fine-Tuning and Inference
• 🤖 AI cluster sizing and pricing
• 🤖 Fine-tuning
• 🤖 Security in OCI
• 🤖 Retrieval Augmented Generation (RAG)
• 🤖 Vector Databases in RAG-based
• 🤖 Keyword Search
• 🤖 Semantic Search
• 🤖 Chatbot
• 🤖 LangChain model, prompt, and chain concepts
• 🤖 Memory in Chatbots
• 🤖 Q LLM

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