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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learn-python-program/
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课程名称:学习Python编程以找到工作 课程概述:本课程旨在帮助学员成为Python专家,并深入理解2020年最热门且最具需求的技能之一!无论是初学者还是希望从其他编程语言转向Python的开发者,本课程都提供了系统的学习路径,使您能够从零基础到构建Python项目,包括游戏开发。课程内容涵盖了详尽的编码讲解,对每个Python概念进行了深度分析,不再需要在YouTube视频、文档和随机帖子之间徘徊寻找所需的信息。 本课程将介绍Python的核心概念和最佳实践,帮助您掌握自动化日常任务、网页开发,以及成为数据科学家或机器学习、深度学习工程师所需的技能。我们会从基本概念开始,全面详尽地讲解Python的运作方式、变量行为、数据对象及其在Python中的实现。 课程包括以下主要主题: - 理解Python的工作原理 - Python变量与数据对象(数字和文本) - Python的语句与操作符 - 数据结构(如列表、元组、字典和集合) - Python中的循环与理解 - 自定义函数及装饰器的详情 - 内置函数与异常处理 - 迭代器与生成器 - 集合与面向对象编程 - 应用及游戏开发 课程还将涵盖一些与传统Python编程主题不同的独特内容,例如: - Python的完整工作方式及执行过程 - Python变量的动态类型特性 - 各类数据对象的管理 - 处理字符串和执行字符串运算 - 高效使用循环和迭代器 - 函数的模块化实现、参数打包与解包 - 高阶函数与Lambda表达式 通过完成课程,您将能够实现多个项目,包括: - Facebook好友列表生成器 - GPA计算器 - 职位机会检查器 - 推文管理器 - 游戏开发项目(如“揭开秘密”和“井字棋”) - 电视设计与开发 本课程不仅会使您掌握Python的语法与特性,还会训练您的编程思维,帮助您成为一名优秀的Python开发者。
This course helps you becoming a Python Expert and get an in depth understanding of one of the most trending and in demand skill of 2020!Go from a complete beginner to building Python Projects including Game Development with this course, This curriculum covers coding lectures having deep dive explanation to each of the concepts in PythonNo need to wander around YouTube videos, documentation and random posts to find the information that you need to build your Python skills. This course gives you right set of information if you are beginner of programming or switching your programming journey from another language to Python.This course will give you under the hood details of every concept that is spoken about in Python and sets your fundamentals in par with a professional python programmer.If you are aiming to take up Automation of routine tasks with Python Scripting or get into web development or become a Data Scientist / Machine Learning & Deep Learning Engineer then you are at a very right place to start the journey by choosing to learn the tool that assists all the above operations.Instead of giving you abstract details on How to work with Python at a surface level, i will take you through a ground up approach and provide complete details and deeper understanding on how and why of varied Python operations and functionalities along with best practices and pitfalls faced to let you become a Python expert via this course. High level list of topics that are covered in this course are mentioned below:Understand how Python works Under the HoodBehavior of Python VariablesData Objects in Python - NumbersData Objects in Python - TextStatements and Operators in PythonData Structures in PythonLoops and ComprehensionFunctions in Python - User defined Functions & Complete details and Implementation of DecoratorsFunctions in Python - Built-In FunctionsException Handling in PythonIterators and Generators in PythonCollections in PythonObject Oriented Programming in PythonApplications and Game DevelopmentMore Details on some of the topics that are covered in this course which are unique compared to conventional Python programming topics are described below:Complete working style of Python- Along with the different components that python encounters during its executionDoes Python compile your code or interpret it or does both? In this section We will get this answer and realize how our software code gets executed on a physical(hardware) machineInstalling Python in your environment along with the required IDE's to start coding.We will get to know the best fit suite to run our Python code in this sectionPython Variables - More than just a container to store the data and access the data as compared to other languages and reason behind its name of Dynamically Typed ProgramCan we write: x = 100 followed by x = 'Hello world' in the same piece of software code? Yes, we can do it in Python. Then what about data type assignment to a variable? is it really needed here? We are going to understand and get the answer for each of our questions on variables in Python and get to know how easy it is to develop applications with themDifferent Data objects available in Python - Numbers, Strings, Boolean, List, Tuple, Set, DictionaryIf you have ever thought of, in how many types could i ever store data in a Python program? you are going to get the answer here.This section covers a lot of ground required for you to get skills of managing varied types of data in your programNumbers- Complete details about Integer and Floating point numbers and ways to circumvent the surprising arithmetic's of floating point numbers with a good introduction to Python ModulesHave you ever thought about the data type required to store the count of people in your family at home and data type required to store the count of Trees present in amazon rain forest?Both are probably two extremes, isn't it? First case will mostly fall under 2 digits and second case may require atleast 12 digits to store.How do we do it in Python? Do we require multiple data category or will one form of number suffice the need. We will get clarity on the same in this section.What do you suggest the out come of below statement ?0.1+0.2 == 0.3Will it be TRUE or FALSE? Any body who is aware of general mathematics will definitely say it TRUE and its obvious that adding 0.1 and 0.2 constitutes to 0.3Will Python behaves the same way? We will see some surprising mathematics , reasons behind them and ways to circumvent it in this sectionStrings - Gain mastery over strings with different possible operations and see how they steal the pressure of coding!How easy is it to get each character from your name and join back them ? How could you reverse a string in just one line?Python strings and its function lets you do most complex task in a easiest way.Python Statements and operators - It is always required to logically and conditionally connect our data and code, here we will see how python brings that at its best!Data structures[lists, tuples,dictionary,sets] - Data structuring in Python eases the process of developing an application and we will here see different options that are made available in Python along with its complete functionalityHave you tried to store your Name, Age, Salary and Address in a same element? This section will help you implemented heterogeneous object storage using different mechanism.Here is a simple task for you, given below instructions:a=2b=ab=10whats the value of b and a? Its quite obvious that its 10 and 2 respectively, isn't it?ok now tell me,a = [2,3,4] # for now consider this as just another way of storing data in variables, we will discuss about it in detail in our coding lecturesb = aNow change the first element of b from 2 to 10 using following syntaxb[0] = 10 # once again dont worry about the details on whats this and how do we do it, will take you through during our lecturesCan you now tell me the value of b and a? Is it [10,3,4] for b and [2,3,4] for a? Definitely not.!Its because the value was never copied from variable a to a new memory location instead both variables a and b are pointing to same memory location, hence any changes made to either variable a or b reflects to the same memory location referred them. To make an actual copy of the value to new memory location we have something called as shallow copy and deep copy in python which we will understand in our courseModification of values to the elements of variable a and b are possible because they are mutable objects.What do you mean by Mutable and Immutable Objects? We will understand them in detail during our course along with their behavior.List Comprehension and Dictionary Comprehension are the Pythonic way of writing the code which we will understand and implement in this sectionLoops in Python - We will see how easy it is to connect your data and metadata with coding magics like loops and iterators in PythonFunctions in Python - By using functions in Python we will understand how to modularize the application code, in this section we will implement different types of functions in Python.Let me give you a python function code snippet:name = 'John'def getName():name = 'James'print('Inside Function value of Name is: '+name)print('Outside Function value of Name is: '+name)Can you tell me if the result of both print statements yield same or different result?Will the name variable inside function and outside function return same or different values?We will see the answer in one of the coding lectures in our course and also get into the details of variable scoping and how to implement them based on the requirements.I will give you a requirement to create a user defined function that must perform addition of numbers, but the catch is you do not know how many arguments are passed to the function, sometimes your function may get 2 arguments, sometimes 4 arguments.sometimes n arguments as numbers to be addedHow do we accomplish this? To achieve it, We have below concepts:packing and unpacking arguments (*args)packing and unpacking keyword arguments (*kwargs)Which helps us to cater the above defined requirement. We will step in to the detailed understanding of them in our course.If i ask you to create a simple function to find if a given number is even or not, how do you plan to do it?i will show you a smart one liner function to achieve the same:even = lambda x:x%2==0That's termed as Lamda Function, more details of which will be tought in our course.Have you ever thought about returning a function as part of another function's call and passing a function as an argument during a function call?Yes, that's very much possible in Python Functions and that's the reason they are termed as First-Class Functions, we will understand them and implement in our coding lectures.You are going to reach perfection in python programming by implementing following projects that span across the topics that we discuss:Facebook Friend List MakerGPA CalculatorJob Opportunity CheckerTweet ManagerGame Development - "Reveal the secret"Game Development - "Tic Tac Toe"Design and Development of Television