Backend Learning Tutorial Outline
Chapter 1: Backend Basics
1.1 Programming languages
Introduction to common programming languages
Basic syntax and features of programming languages
1.2 Database
Introduction to common relational databases
Introduction to NoSQL databases
Basic syntax and operation of database
1.3 Network protocol
Basic knowledge of HTTP protocol
Basic knowledge of TCP/IP protocol
Basic knowledge of WebSocket protocol
Chapter 2: Web Frameworks
2.1 Django framework
Introduction and features of Django framework
Basic usage and development process of Django framework
2.2 Flask framework
Introduction and characteristics of the Flask framework
Basic usage and development process of the Flask framework
2.3 Tornado Framework
Introduction and features of Tornado framework
Basic usage and development process of Tornado framework
Chapter 3: Web Development Technology
3.1 RESTful API design
The concept and characteristics of RESTful API
RESTful API design principles and practical skills
3.2 Web Security
Concepts and Challenges of Web Security
Solutions and Tools for Web Security
3.3 Separation of front and rear ends
The concept and advantages of front-end and back-end separation
Implementation and tools for front-end and back-end separation
Chapter 4: Distributed Systems
4.1 Distributed Computing
The concept and characteristics of distributed computing
Distributed Computing Techniques and Tools
4.2 Distributed Storage
The concept and characteristics of distributed storage
Distributed Storage Technologies and Tools
4.3 Distributed message queue
The concept and characteristics of distributed message queue
Technologies and Tools for Distributed Message Queues
Chapter 5: Big Data Technology
5.1 Hadoop ecosystem
The concept and composition of Hadoop
Introduction to other components in the Hadoop ecosystem
5.2 Spark
The concept and characteristics of Spark
The architecture and working principle of Spark
5.3 Big
The concept and characteristics of Flink
Flink's architecture and working principle
Chapter 6: Container Technology
6.1 Docker
The concept and characteristics of Docker
Docker architecture and working principle
6.2 Kubernetes
The concept and characteristics of Kubernetes
Architecture and working principle of Kubernetes
6.3 Combination of Docker and Kubernetes
Advantages and combinations of Docker and Kubernetes
Practical cases of Docker and Kubernetes
Chapter 7: Cloud Computing Fundamentals
7.1 Overview of Cloud Computing
Definition and development history of cloud computing
Features and advantages of cloud computing
7.2 Cloud Computing Architecture
Composition and classification of cloud computing architecture
Implementation and Tools of Cloud Computing Architecture
7.3 Cloud Computing Services
The concepts and characteristics of IaaS, PaaS and SaaS
Common Cloud Computing Service Providers
Chapter 8: Microservice Architecture
8.1 Concept of microservice architecture
Definition and characteristics of microservice architecture
Advantages and Challenges of Microservice Architecture
8.2 Microservice architecture design
Design principles and practical skills of microservice architecture
Service Registration and Discovery in Microservice Architecture
8.3 Implementation of microservice architecture
Introduction to common microservice frameworks
Fault Tolerance and Monitoring Mechanism in the Implementation of Microservice Architecture