Python A-Z: Python For Data Science With Real Exercises!

所在平台: Udemy

课程主页: https://www.udemy.com/course/python-coding/

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Coursera 课程总结:**Python A-Z:Python 数据科学实战演练!** 本课程专注于通过实践学习 Python 编程,旨在解决许多 Python 入门课程学习曲线陡峭、容易让学生感到不知所措的问题。 **核心特点:** * **循序渐进:** 课程采用一步一步的教学方式,每个新教程都建立在先前知识的基础上,并向前推进一小步。 * **即学即用:** 在每个视频学习结束后,学员可以立即应用所学的新概念。 * **真实案例:** 课程包含大量真实的分析挑战,学员将学会如何解决这些问题。部分问题将与讲师一同完成,部分则作为课后作业。 * **适合所有水平:** 无论学员是否具备编程或统计背景,本课程都经过精心设计,确保所有水平的学习者都能成功掌握。 **课程内容(部分):** * 掌握编程核心原则 * 学习如何创建变量 * 使用 Seaborn 进行数据可视化 * 创建直方图、KDE 图、小提琴图,并进行精美的图表风格调整 * 了解 Python 中的整数、浮点数、布尔值、字符串等数据类型 * 学习如何创建 `while()` 循环和 `for()` 循环 * 以及更多 Python 知识 本课程由 Kirill Eremenko 讲授,致力于帮助学员掌握 Python 数据科学技能。

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Learn Python Programming by doing!There are lots of Python courses and lectures out there. However, Python has a very steep learning curve and students often get overwhelmed. This course is different!This course is truly step-by-step. In every new tutorial we build on what had already learned and move one extra step forward.After every video you learn a new valuable concept that you can apply right away. And the best part is that you learn through live examples.This training is packed with real-life analytical challenges which you will learn to solve. Some of these we will solve together, some you will have as homework exercises.In summary, this course has been designed for all skill levels and even if you have no programming or statistical background you will be successful in this course!I can't wait to see you in class,What you will learn: Learn the core principles of programmingLearn how to create variablesHow to visualize data in SeabornHow to create histograms, KDE plots, violin plots and style your charts to perfectionLearn about integer, float, logical, string and other types in PythonLearn how to create a while() loop and a for() loop in PythonAnd much more..Sincerely,Kirill Eremenko

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