Appendix

Welcome to the Appendix section! This is a collection of artificial intelligence fundamentals and full-stack development basics, serving as an important reference library during your learning journey.

Content Categories

AI Fundamentals

Understand the core concepts, development history, and cutting-edge technical principles of artificial intelligence:

Prompt Engineering

Master the art of efficient dialogue with AI to unlock the potential of large models

AI Evolution History

Review key milestones in AI development and understand the trajectory of technological evolution

Large Language Models

Deep yet accessible explanation of how Large Language Models (LLMs) work and their applications

Multimodal Large Models

Explore advanced models capable of processing multiple data modalities such as images and audio

AI Image Generation Principles

Uncover the underlying logic and technical implementation of AI image generation

AI Audio Models

Understand AI applications in speech synthesis, recognition, and music generation

Context Engineering

Learn how to optimize context management to improve long-range coherence of AI tasks

Agent Intelligence

Explore AI agent architectures with autonomous decision-making and execution capabilities

AI Capability Dictionary

A quick reference handbook for commonly used terms and core concepts in the AI field

Frontend Basics

Solidify the technical foundation of frontend development:

HTML/CSS/JS Basics

The three pillars of building web pages, essential for frontend development beginners

Frontend Evolution History

Understand the evolution of frontend technology stacks and grasp technology development trends

Frontend Performance Optimization

Learn key strategies to improve webpage loading speed and interaction smoothness

Canvas 2D Basics

Master the Canvas drawing API to achieve cool graphics and animation effects

From URL to Browser Display

Full-chain analysis of the complete process of browser rendering pages

Browser DevTools

Proficiently use developer tools to efficiently locate and solve frontend issues

Backend Basics

Master the core concepts of backend development:

Backend Evolution History

From monolithic to microservices, exploring the evolution of backend architecture

Backend Programming Languages

Compare the characteristics and applicable scenarios of mainstream backend languages to choose the best technology stack

Database Principles

Understand core database principles and master the art of data storage and retrieval

System Cache Design

Learn caching strategies to improve system high-concurrency processing capabilities

Message Queue Design

Master the key role of message queues in decoupling and peak shaving

Authentication Principles & Practice

Build secure identity authentication and permission management systems

Tracking Design

Scientifically design data tracking to provide data support for product decisions

Online Operations

Master operations skills for system deployment, monitoring, and troubleshooting

General Skills

Basic knowledge of software development:

API Basics

Basic knowledge of API interface design and development

IDE Principles

Understand the internal working mechanism of Integrated Development Environments (IDEs)

Terminal Basics

Master basic command-line terminal operations to improve development efficiency

Git Detailed Introduction

Deeply understand Git version control principles and advanced usage

Computer Networks

Basic knowledge of network protocols and communication principles

Deployment & Launch

Complete process and best practices for application deployment and release

Usage Suggestions

• Use as reference material during the learning process, consult as needed
• When encountering unfamiliar technical concepts, look for explanations here first
• Recommended to read through once to establish a complete knowledge system

This is your technical knowledge treasure trove, always welcome to consult!