Generative AI & LLMs Learning Cards

Interactive flashcards based on "Generative AI and LLMs For Dummies, Snowflake Special Edition"

Features

• 30 comprehensive learning cards
• Progressive difficulty levels
• Interactive flip animations
• Keyboard navigation
• Progress tracking

Live Demo

View App

Usage

• Use arrow keys or buttons to navigate
• Press spacebar or click "Show Answer" to flip cards
• Use shuffle feature for spaced repetition

Study Plan

• Week 1-2: Basic concepts

• Week 3-4: Intermediate topics

• Week 5-6: Advanced techniques

• Ongoing: 3-5 cards daily review

• Foundation Concepts (6 cards):

• What is Generative AI vs Traditional AI
• Large Language Models basics
• Key terminology (prompts, completion, inference)
• Enterprise data integration
• LLM use cases
• Five steps to Gen AI success Technical Deep Dives (8 cards):
• Transformer architecture
• Vector embeddings & databases
• GPU acceleration
• Prompt engineering techniques
• RAG (Retrieval-Augmented Generation)
• Fine-tuning process
• RLHF (Reinforcement Learning from Human Feedback)
• AI agent orchestration Implementation & Production (8 cards):
• Model selection criteria
• Data pipeline adaptations
• Container deployment
• Latency reduction strategies
• User interface types
• Cloud platform benefits
• Cost management
• Development frameworks Security & Ethics (5 cards):
• Data governance principles
• Bias mitigation
• LLM hallucinations
• Copyright considerations
• Open-source risks Business Strategy (3 cards):
• Project lifecycle phases
• Data types for enterprises
• Success measurement strategies