Axamy

AI Fundamentals

4 classes
Free

About This Course

  • Topic 1:
    What Is a Language Model?
  • Topic 2:
    Small vs. Large Language Models
  • Topic 3:
    How LLMs and GPTs Relate
  • Topic 4:
    What Does GPT Mean? Understanding the "GPT" in ChatGPT
  • Topic 5:
    Retrieval-Augmented Generation Fundamentals
  • Topic 6:
    Vector Database Implementation
  • Final Class Quiz
  • Topic 1:
    Web Search Integration with LLMs
  • Topic 2:
    Web Search LLM Synthesis Advantage
  • Topic 3:
    Web Search LLM Content Limitations
  • Topic 4:
    Internal Knowledge Integration Fundamentals
  • Topic 5:
    Integration Challenges
  • Topic 6:
    Data Collection Ethics for Language Models
  • Topic 7:
    Legal Implications of AI Data Access
  • Final Class Quiz
  • Topic 1:
    The Layered Input Stack
  • Topic 2:
    System Instructions (a.k.a. System Prompt)
  • Topic 3:
    User Input
  • Topic 4:
    Memory Fundamentals
  • Topic 5:
    Memory Limitations
  • Final Class Quiz
  • Topic 1:
    Traditional Search Habits versus Generative AI
  • Topic 2:
    Detailed Prompt Construction
  • Topic 3:
    Training Data Imbalance
  • Topic 4:
    Overcoming Model Limitations
  • Topic 5:
    Specialized AI Solutions
  • Final Class Quiz

Final Exam

Comprehensive examination covering all course material.

Your Instructor

Axamy AI
AI Teaching Assistant at Axamy
Axamy AI is your always-available, intelligent teaching assistant. With comprehensive knowledge across various subjects and topics, Axamy AI is here to answer your questions, guide your learning, and help you master course material at your own pace.
Course Information
◎
Axamy AI
Classes
4 Classes
Topics
23 Topics
Course Creator
Thang Vu created this course on July 22, 2025