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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mastering-python-from-novice-to-ninja/
课程评论：没有评论
Coursera 课程《Python 精通 - 从新手到忍者（从入门到精通）》是一门详尽的 Python 学习之旅，旨在帮助学员成为一名技术娴熟的 Python 程序员，以应对 2024 年最受欢迎的技能。 本课程内容极其丰富，包含超过 250 个视频讲座，总计 40 多个小时的教学内容，并辅以大量的项目、家庭作业和练习。学员将深入学习行业热门技能，如机器学习、Web 服务访问、面向对象编程（OOP）、数据可视化与处理、数据结构等。 课程以 Python 3 为基础，采用简单易懂的教学方式，即使是完全没有编程经验的初学者也能轻松上手。课程从基础计算机概念、数据表示到程序解决问题的方式，循序渐进地讲解。对于已掌握其他编程语言的学员，本课程能帮助他们快速掌握 Python 语法，成为 Python 达人。即使是已经掌握 Python 基本知识的学员，也能通过本课程学习进阶主题。 课程涵盖以下主要内容： * **Python 基础:** 计算机和编程入门、Python 3 环境安装、Python 编程入门、数据基础、变量、运算符、布尔运算、输入/输出、条件语句、循环、函数、递归、模块。 * **数据结构与处理:** 列表、多维列表、集合、元组、字典、文件处理（CSV）、异常处理。 * **高级主题:** 图形用户界面 (GUI)、面向对象编程（继承、多态、运算符重载）、队列、栈、图论基础与应用。 * **实际应用:** 多线程、网络请求、Web 服务（天气应用、IP 地址定位器项目）、机器学习入门、NumPy、Pandas、数据可视化（Matplotlib, Seaborn）、线性回归、决策树、朴素贝叶斯、聚类（K-Means 算法）。 课程完成后，学员将获得一份结业证书，可用于求职或在 LinkedIn 上展示。此外，课程提供 30 天不满意退款保证。 **适合人群：** * 从未接触过任何编程的编程新手。 * 掌握其他编程语言，希望成为 Python 专家的程序员。 * 已掌握 Python 初级知识，希望提升技能的学员。 无论您是零基础的初学者，还是希望深化 Python 技能的进阶者，本课程都将助您成为一名“Python 忍者”。
Become a master of Python programming and get hired instantly with the most hired skill in 2024This is the most detailed Python course on Udemy that will cover a vast variety of topics from the absolute basics all the way to expert-level, that we call a Python-Ninja. The course has more than 250 recorded video lectures, more than 40 hours of instructions, number of projects, homework and exercises to follow.You learn the skills that are highly in demand in the industry today like machine learning, accessing web-services, object-oriented programming, data visualization and manipulation, data structures and more.The course teaches you Python 3 in such a simple manner that you should be able to grasp and practice the code on your own alongside the lectures. The examples are simple to understand yet very relevant to real world requirements.We start from the very beginning by helping you install required software on popular platforms like Windows, Linux and Mac. The course starts with basics of computers, how computers work, how data is represented and how programs solve problems on computers. Beginners can start from scratch even if they don't know programming at all.The course is equally useful if you're moving from another programming language to Python. This course will get you up to speed with Python Syntax and you'll be a Python Ninja in no time.If you already know python basics, the course will teach you advanced topics. You can jump to later lectures and study the topics you don't know. Complete this course, become an expert and add value to your resume today.The course will make you complete a number of full-scale projects. The course comes with regular homework and exercises, quizzes and code samples to keep you on track with your Python learning.The course content:Introduction to computers and programmingInstalling required software for learning Python 3Getting Started with Python programmingData basics in PythonWriting multi-line programs vs Console instructionsVariables and ArithmeticBoolean Numbers and Binary OperationsInput and type castingConditions and decision makingRepeating code using loopsCode Reusability - FunctionsProblem solving using FunctionsRecursionIntroduction to ModulesIntroducing Lists and composite data typesData Sorting using Lists2D, 3D and higher dimension listsSets, Tuples and DictionariesFile handling and persistent storageHandling CSV files, opening, searching, sorting and adding data to CSVExceptions and ErrorsCreating Graphical User Interface (GUI) in pythonObject Oriented ProgrammingInheritance, Multiple Inheritance and PolymorphismProgramming is simple using Object Oriented ProgrammingOperator OverloadingData Structures - Introduction to QueueData Structures - StackIntroduction to Graph TheoryUsing Graphs and handling data in graphs using PythonThreading in PythonIntroduction to Internet and web requestsWeather App Project- A web service exampleIP address locator Project - A web service exampleIntroduction to Machine LearningIntroduction to NumPyIntroduction to PandasData Visualization - Matplotlib and SeabornLinear RegressionDecision TreesNaïve Bayes AlgorithmClustering and K Means AlgorithmYou'll receive a course completion certificate at the end of the course that you can showcase to your potential employer or can share it on your LinkedIn profile.For some reason, if you don't find the course the best fit, the course comes with a 30-day money back guarantee.So, what are you waiting for? Signup for the course today and become a Python Ninja!Who should join?Absolute beginners, the programming novice who never programmed in any language beforeProgrammers who know how to code in other languages, can become Python expert with this courseThose who know python basics, can upgrade their skills by completing this course
