|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-programming-training-for-beginners/
课程评论:没有评论
课程名称:人人都能学的Python:动手编程冒险 课程概述:欢迎参加由Uplatz提供的“人人都能学的Python:动手编程冒险”课程。Python是一种流行的高层次解释性通用编程语言,它易于使用、全面且功能强大。由Guido van Rossum于1991年开发,Python相比于Java、Perl、PHP和Ruby等其他语言,是一种广泛使用的动态编程语言。此课程从基础到高级,深入讲解Python的语法、函数、控制台及Web应用程序的创建和分发。 Python具有开源、易学、可扩展和高层次的特点,适用于Web和桌面应用程序、脚本等众多领域。它是数据科学的首选语言,特别是在数据科学、机器学习和Web应用程序后端开发中。课程内容将涵盖Python编程的基础知识,重点在于脚本编写、数据处理和程序组织。 课程目标包括: 1. 理解Python及其应用领域 2. 学习Python的基本语法和数据结构 3. 理解函数、变量和数据类型等编程基础 4. 使用数组、循环和运算符进行数据操作和输出 5. 掌握Python脚本的基础写作 6. 处理文件的读取和写入 7. 异常处理与错误管理 8. 探索Python的面向对象特性 课程内容结构包括: - Python介绍与历史背景 - Python的基本元素和安装 - 输入与输出语句 - 数据类型、运算符及其转换 - 条件语句与循环 - 函数、字符串、列表、元组、集合和字典的使用 - 文件操作与异常处理 - 基本编程案例与面向对象编程 学习Python的好处众多,包括: - 多样性与广泛的应用领域 - 对初学者友好的语法 - 就业市场的高需求 - 丰富的库和框架支持 - 活跃的社区支持 - 跨平台兼容性 - 开源和免费,易于获取 本课程旨在为所有对Python编程感兴趣的初学者提供全面的知识,帮助他们能够独立撰写实用的Python程序。通过深入学习,学生将为未来在数据科学、网站开发等领域的职业生涯奠定坚实基础。
A warm welcome to the Python for Everyone: A Hands-On Programming Adventure course by Uplatz.Python is one of the popular high-level, interpreted and general-purpose programming languages that is easy to use, comprehensive and powerful. In 1991, Guido van Rossum developed the Python programming language.Python is a widely used dynamic programming language compared to other languages such as Java, Perl, PHP, and Ruby. It is often termed as a scripting language. It provides support for automatic memory management, multiple programming paradigms, and implements the basic concepts of object-oriented programming (OOP). Python is very simple, yet incredibly powerful programming language. You can use it for writing web and desktop apps, scripts, and more. This course teaches you the basics of Python syntax, functions, creating console and web apps, and distribution.Python is a strongly-typed procedural language along with support for a huge and broad standard library. The library of Python provides support for many Internet protocols such as FTP, and IMAP. It has a unique syntax, which makes it different from other programming languages like Java, C++, and C. Some other amazing features of Python are as follows:Open source languageSimple and easy to learn the languageScalable and portable languageHigh-level languagePython has some great applications. It is widely used in the development of frameworks such as Django and Pyramid, and advanced content management systems. Python is an excellent first language for new programmers. It can be used for everything from video games to data visualization to machine learning.Along with being the fastest growing programming language, Python is the language of choice for data science and it is widely used to build web application backends. In this remote course, you will get an in-depth hands-on understanding of Python fundamentals from a beginner to advanced level. This online course is for anyone new to Python with an interest in programming.Python is the leading language of choice for many data scientists. Python has grown in popularity within the field due to the availability of many excellent libraries focused on data science (of which NumPy and Pandas are two of the most well-known) and data visualization (like Matplotlib and Seaborn). Python really made Data crunching fun with all its numerous available libraries. Ipython with JupyterLab is another form of Python that improves the usage of Python in the field of data science.This is a complete end-to-end course on Python programming provided by Uplatz. The goal of this course is to cover foundational aspects of Python programming with an emphasis on script writing, data manipulation, and program organization. By the end of this course, students should be able to start writing useful Python programs on their own or be able to understand and review the Python code written by their coworkers. This Python course provides a comprehensive and in-depth introduction to the Python language. You'll learn to represent and store data using Python data types and variables, and use conditionals and loops to control the flow of your programs. You will be able to harness the power of complex data structures like lists, sets, dictionaries, and tuples to store collections of related data. Learning from this Python training, you will be able to define and document your own custom functions, write scripts, and handle errors. Also, you will learn to find and use modules in the Python Standard Library and other third-party libraries.Course ObjectivesUnderstand what is Python and where is it usedHistory and background of Python programming languageLearn the basic syntax and data structures of PythonUnderstand programming basics including functions, variables, and data typesManipulate and output data using arrays, loops, and operatorsHave a solid understanding of Python syntaxMaster the fundamentals of writing Python scriptsLearn core Python scripting elements such as variables and flow control structuresDiscover how to work with lists and sequence dataWrite Python functions to facilitate code reuseUse Python to read and write filesMake their code robust by handling errors and exceptions properlyWork with the Python standard libraryExplore Python's object-oriented featuresSearch text using regular expressionsDevelop the ability to write database applications in PythonPython for Everyone: A Hands-On Programming Adventure - Course Curriculum1. INTRODUCTION TO PYTHON: why learn python, feature of python, importance of learning python, application of python programming.2. BASIC ELEMENTS OF PYTHON: keywords, datatypes, identifiers, operators, statements.3. INSTALLATION OF PYTHON.4. INPUT AND OUTPUT STATEMENTS IN PYTHON.5. DATA TYPES IN PYTHON: int, float, strings, lists, tuples, dictionaries.6. OPERATORS IN PYTHON: arithmetic, logical, assignment, relational, bitwise, membership operators.7. TYPE CONVERSION IN PYTHON: implicit and explicit conversion in python.8. BASIC PROGRAMMING IN PYTHON.9. INTRODUCTION TO MATH MODULE IN PYTHON.10. CONDITIONAL STATEMENTS IN PYTHON: simple if, simple if-else, multiple if-else, nested if-else.11. LOOPING IN PYTHON: for loop, while loop in python, break and continue keywords in python, nested for loop in python.12. FUNCTIONS IN PYTHON: declaration and definition of functions in python, passing arguments in functions, return keyword, function calling, arbitrary arguments, keywords arguments, default arguments in python.13. STRINGS IN PYTHON: basics of strings, string functions.14. LISTS IN PYTHON: introduction, list functions in python, list programs.15. TUPLES IN PYTHON: basics, tuple functions.16. SETS IN PYTHON: basics, set operations.17. DICTIONARIES IN PYTHON: basics, functions in dictionaries, examples.18. BUILT-IN METHODS IN PYTHON.19. LAMBDA FUNCTIONS IN PYTHON.20. FILE HANDLING IN PYTHON.21. EXCEPTION HANDLING IN PYTHON.22. PYTHON PROGRAM EXAMPLES.23. OPERATOR PRECEDENCE IN PYTHON.24. RECURSION IN PYTHON.25. PROGRAMMING EXAMPLES IN PYTHON.26. OBJECT ORIENTED PROGRAMMING IN PYTHON: class, objects, inheritance, polymorphism, terminologies, class attributes, object attributes, examples.27. TIME MODULE IN PYTHON.28. BOOLEAN IN PYTHON.29. MISCELLANEOUS TOPICS.Learning Python offers a wealth of benefits, making it one of the most popular and valuable programming languages today. Here are the key advantages:1. Versatility and Wide ApplicationsPython is used in diverse fields like web development, data science, machine learning, AI, automation, game development, and IoT.Its adaptability makes it a go-to language for various projects and industries.2. Beginner-Friendly SyntaxPython's clean, readable syntax makes it ideal for beginners.It allows you to focus on learning programming concepts rather than syntax complexities.3. High Demand in the Job MarketPython skills are highly sought after in roles such as data scientist, software developer, AI/ML engineer, and web developer.Companies like Google, Facebook, and Netflix rely heavily on Python, ensuring numerous job opportunities.4. Extensive Libraries and FrameworksPython offers libraries like NumPy, Pandas, TensorFlow, and Scikit-learn for data science and machine learning.Frameworks like Django and Flask simplify web development.5. Active Community SupportA vast and active Python community ensures help is readily available for learning, troubleshooting, and project development.Extensive documentation and online tutorials make self-learning easier.6. Cross-Platform CompatibilityPython is platform-independent, meaning code can run seamlessly on different operating systems with minimal adjustments.7. Efficiency and Speed in DevelopmentPython's simplicity speeds up development time, making it cost-effective for businesses and an efficient choice for developers.8. Ideal for PrototypingIts quick setup and execution allow developers to prototype and test ideas swiftly, iterating faster.9. Support for Emerging TechnologiesPython plays a pivotal role in cutting-edge technologies like AI, deep learning, and natural language processing.10. Gateway to AutomationPython enables the automation of mundane tasks, boosting productivity and efficiency in work environments.11. Open Source and FreePython is free to use, making it accessible for everyone, regardless of budget constraints.12. Transferable SkillsThe logical thinking and problem-solving skills you develop with Python are transferable to other programming languages and roles.13. Continuous Growth and InnovationPython's popularity ensures it evolves with new libraries, tools, and frameworks, staying relevant in the ever-changing tech landscape.