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所在平台: Udemy |
课程主页: https://www.udemy.com/course/just-enough-python/
课程评论：没有评论
课程名称：数据科学初学者的Python编程 课程概述： 在当前热门的数据科学、机器学习、深度学习与人工智能领域，对于许多没有编程背景的人来说，学习编程可能是一项挑战。Python几乎已成为数据科学领域的标准编程语言。为此，我们设计了这门课程，旨在教授足够的Python基础知识，使您能够开始使用任何感兴趣的机器学习算法。 课程内容： 该课程专为编程基础薄弱的学习者设计，从基本概念入手，教授Python编程的核心技能。以下是课程将讨论的一些主题，您无需在开始时理解这些内容，它们仅作为我们的课程内容清单： - 变量、类型转换、控制流、运算符与表达式 - 循环：for循环与while循环、嵌套循环、for else循环 - 字符串，内置与用户自定义函数 - 数据结构：列表、字典、元组、集合 - 面向对象的Python - 输入输出、异常处理 - 标准库：日期/时间、文件输入输出、数学、统计及随机数 需要注意的是，该课程并不教授数据科学或机器学习，而是专注于满足机器学习或数据科学初学者对Python编程的需求。通过这门课程，您将能够将所学的Python技能应用于机器学习和数据科学的相关算法。 课程受众： 本课程适合大多数新手或经验丰富的学习者，但不适合已经精通Python的人士。如果您已经具备一定的Python编程经验，并希望了解其在数据科学或机器学习中的应用，则可能需要寻找其他更高级的课程。 免费预览： 我们提供了多个视频供您免费预览，以帮助您判断这门Python编程课程是否适合您。此外，Udemy还有30天的退款政策，以确保您在不满意的情况下可获得退款。我们深信您会喜欢这门课程。
Data Science, Machine Learning, Deep Learning & AI are hot areas right now. But to learn these, for some of us programming is a bit of a problem. Not all of us are from a programming background. Or some come from a Java background and might not know Python. These days, Python is the de-facto ( almost ) programming language for Data Science. So, to fill that gap, we have created a course that covers just enough Python for you to start up and running with any of you the Machine learning algorithms you are interested in. Python Programming - Python programming is one of the core skills required for any Data Scientist. However, not all wanna-be data scientists have the required programming background let alone Python skills. This Python online training program is designed to let you start all the way from the basics. It teaches you the basic skills in python. Here are some of the topics we will discuss in the course. You don't have to understand these topics just yet. The listing is to just give a good inventory of the topics that we will be covering in this Python course. variables, type conversions, flow control, operators & Expressions. Loops - for & while loops , nested loops, for else loopsStrings, built-in and user defined functionsData Structures - Lists, Dictionaries, Tuples, SetsObject Oriented PythonI/O, exceptionsStandard library - date/time, file I/O, math, statistics & random numbers.For any data scientist, these are the absolute essentials of python. What about Data Science & Machine Learning ? This course does NOT teach you data science or machine learning. Python is a broad purpose programming langauge. It can be used for a variety of purposes like building websites, process automation, devops, Data science etc. However, this Python programming course is designed specifically to cater to the needs of the Machine Learning or Data Science learner. By the end of this course, you will be in a good position to apply your python skills to apply to any of the Machine Learning or Data Science algorithms in Python. Who this course is not for ?Although most newbies or experienced folks will benefit from this course, it is not suitable for those experienced in Python already. those who already have some Python programming experience, but wish to learn more about its application in Data Science or Machine learning. Free PreviewWe have deliberately kept quite a number of videos for free preview. Hopefully, this will enable you to judge our Python Programming course before you take it. Either way, Udemy's 30 day return program will hopefully help you with a refund in case you don't like the course. However, we are absolutely positive you will like the course.
