harinishri2204-cpu
Pollu-Sence
PolluSense is an AI-driven platform that monitors and forecasts air pollution by identifying sources and predicting Air Quality Index (AQI) levels using machine learning and deep learning with real-time data.
AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
它提供了一条从初学者到高级的全面、有序的学习路径，包含现代工具和实际自动化任务。
适合谁使用
- Python初学者
- 寻求结构化学习的中级开发者
- 设计Python课程的教育工作者或培训师
- 想要一份学习清单的自学程序员
典型使用场景
- 从基础到高级的Python自学
- 课程大纲创建的参考
- 规划训练营或工作坊
- 为面试准备复习主题
项目优势
- 涵盖从数据结构到FastAPI和Selenium的广泛实用主题
- 包含现代Python特性，如类型提示、数据类和异步编程
- 强调测试和代码质量（pytest、flake8、SOLID）
- 融入实际自动化（文件处理、数据库、Web、电子邮件、SSH）
使用前须知
- README中缺少代码示例、练习或项目描述
- 未说明每个模块的难度级别或先决条件
- 可能对初学者过于宽泛而缺乏深度，需要额外资源
README 快速开始
Python Curriculum
Module 1: Python Language Fundamentals
- Environment Setup for Python
- Installing Python
- Setting up IDE
- Python Basic Data Types
- Arrays
- Sets
- Understanding Integers, Floats, Strings, and Booleans
- Type Conversion
- Variables
- Keywords
- Comments
- Declaring and Using Variables
- Python Operators
- Arithmetic Operators
- Comparison Operators
- Logical Operators
- Bitwise Operators
- Type Casting
- Data Types Overview
- Input Statements (
input()) - Reading Different Data Types
- Output Formatting
print()Function- String Formatting
Module 2: Conditional Statements
ifelifelse- Nested Conditional Statements
Module 3: Looping Statements
forLoopwhileLoopenumerate()breakcontinuepass
Module 4: Data Structures
- Lists
- Tuples
- Dictionaries
- Sets
- Accessing Elements
- Updating Elements
- Slicing
- Adding Elements
- Deleting Elements
- Working with Loops
- Membership Operator (
in)
Module 5: Python Strings
- String Slicing
- String Formatting
- f-Strings
format()- String Built-in Methods
lower()upper()split()join()
Module 6: Python Functions
- Built-in Functions
range()- User Defined Functions
- Parameters
- Return Values
*args**kwargs- Type Hinting
- Higher Order Functions
- Function Overloading
- Function Overriding
- Decorators
- Generators
- Magic (Dunder) Methods
- Local Variables
- Global Variables
globals()- Recursive Functions
Module 7: File Handling
- Opening Files
- Closing Files
- Reading Files
- Writing Files
- File Modes
- Creating Files
- Deleting Files
- Creating Folders
- Deleting Folders
osModule
Module 8: Object-Oriented Programming
- Classes
- Objects
__init__- Constructors
- Destructors
- Inheritance
- Method Resolution Order (MRO)
- Dataclasses
- Intermediate OOP
- Configuration Management
- Environment Variables
- Pydantic
- Cyclomatic Complexity
- PEP 8
- Flake8
- SOLID Principles
- AST Parsing
- Exception Handling
- Logging
- Document Automation
- Excel Automation (
openpyxl) - Word Automation
- Command Line Arguments
- Pytest
- unittest
- doctest
- Multiprocessing
- Async Programming
aiohttp- Concurrency
- Coroutines
- Event-Driven Programming
- Pytest Fixtures
- Mock Patching
- Futures
Module 9: Regular Exp
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