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!