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所在平台: Udemy |
课程主页: https://www.udemy.com/course/implement-150-functions-in-python-hands-on-course/
课程评论：没有评论
课程名称：《实现150个Python函数！——实践课程》 课程概述： 本课程是一门全面的实践导向课程，旨在通过真实场景的应用来提升您的Python编程技能。课程结合了理论与实践的学习体验，带您从理解Python的语法和数据结构到编写复杂函数以解决各种问题。课程的重点是开发150个独特的Python函数，每个函数对应一个特定的任务或问题，具有不同程度的复杂性，确保各级学习者都能获得适当的挑战。 您将实现与数据处理、文件操作、网页抓取、数据分析等相关的函数。完成本课程后，您将拥有一个实用的Python函数组合，可供未来项目或面试时参考。本课程不仅仅是理解Python的语法，更是通过实践经验提升使用Python解决问题的能力，增强面对现实编程挑战的信心。课程适合对Python有基本了解的初学者、中级程序员及任何喜欢通过动手实践学习的人。 Python中的函数：简单的可重用逻辑 Python中的函数是设计用于执行特定任务的可重用代码块。它们通过一次定义、多次调用来提升代码的组织性、可读性和可维护性。Python函数可以接收输入（参数）、返回输出，并支持默认值、可变长度参数和递归等特性，使其成为构建模块化和高效程序的基本工具。 课程内容包括以下主题的练习： - 数学计算 - 字符串切片及字符串方法 - 数据类型与数据结构：集合、元组、列表、字典 - 控制程序流程：if语句、for循环、break和continue语句、while循环 - 异常处理 - 输入/输出操作：文件读取与保存 - 内置函数及自定义函数 - 匿名函数 - lambda表达式 - 列表、字典及集合推导 - Fibonacci序列、质数与合数、回文数、最大公约数 - 十进制与二进制系统 - 对象导向编程、Hamming距离、Scrabble游戏 - 输入/输出操作与JSON、CSV文件处理 - ETL处理、对象序列化 - pickle、SQLite数据库 - sqlite3 - Levenshtein距离、凯撒密码、摩尔斯电码、Monte Carlo方法 - 位运算、函数编程、从内置类继承 - 平均值与最低值计算、实现矩阵类、栈类和队列类 - 括号验证器、HTML文档验证器等 无论您是初学者还是有一定基础的中级程序员，本课程都将为您提供宝贵的实践经验和知识，助您在Python编程的道路上更进一步。
This is a comprehensive, practice-oriented course designed to boost your Python programming skills by applying them in real-world scenarios. This course provides a unique blend of theoretical and hands-on learning experiences, taking you on a journey from understanding Python's syntax and data structures to writing complex functions to solve a wide array of problems.The course is focused on the development of 150 distinct Python functions. Each function corresponds to a specific task or problem, with a varying degree of complexity, ensuring learners of all levels get their fair share of challenges.You will be implementing functions related to data processing, file manipulation, web scraping, data analysis, and much more. By the end of this course, you'll have a portfolio of practical Python functions that you can reference in future projects or during job interviews.This is not merely about understanding Python's syntax. It's about gaining practical experience in problem-solving using Python and becoming confident in your ability to tackle real-world programming challenges. It is suitable for beginners who have a basic understanding of Python, intermediate programmers looking to expand their skills, or anyone who learns best through hands-on experience.Functions in Python: Reusable Logic Made SimpleFunctions in Python are blocks of reusable code designed to perform a specific task. They help improve code organization, readability, and maintainability by allowing you to define once and call many times. Python functions can accept inputs (parameters), return outputs, and support features like default values, variable-length arguments, and recursion-making them a fundamental tool for building modular and efficient programs.Topics you will find in the exercises:calculations in Pythonslicingstrings, and str methodsdata typesdata structures: set. tuple, list, dictprogram flow controlif statementfor loopsbreak statementcontinue statementwhile loopsexception handlinginput/outputreading filessaving to filesbuilt-in functionsdefining your own functionsanonymous functions - lambda expressionset comprehensionlist comprehensiondict comprehensionbuilt-in modulesFibonacci sequenceprime and composite numberspalindromic numbersGCDdecimal system, binary systemcompressionobject oriented programmingHamming distanceScrabble gamespiral matricesinput / output operationswork with JSON and CSV filesETL processingobject serialization - pickleSQLite databases - sqlite3Levenshtein distanceCaesar CipherMorse codeMonte Carlo methodbitwise AND, OR, XORfunctional programminginheritance from built-in classescalculation of moving averages and minimaimplementation of the Matrix classimplementation of the Stack classimplementation of the Queue classthe parentheses validatorHTML document validatorand other
