Data Analysis with Pandas and Python
使用Pandas和Python进行数据分析
Analyze data quickly and easily with Python’s powerful pandas library! All datasets included — beginners welcome!
使用Python强大的pandas库快速轻松地分析数据!所有数据集包括-初学者欢迎!
教程演示🔗
What you’ll learn 学习内容
-
Perform a multitude of data operations in Python’s popular pandas library including grouping, pivoting, joining and more!
在 Python 流行的 pandas 库中执行大量数据操作,包括分组、透视、连接等! -
Learn hundreds of methods and attributes across numerous pandas objects
在众多 pandas 对象中学习数百种方法和属性 -
Possess a strong understanding of manipulating 1D, 2D, and 3D data sets
对操作 1D、2D 和 3D 数据集有深刻的理解 -
Resolve common issues in broken or incomplete data sets
解决损坏或不完整数据集中的常见问题
Requirements 要求
-
Basic / intermediate experience with Microsoft Excel or another spreadsheet software (common functions, vlookups, Pivot Tables etc)
Microsoft Excel或其他电子表格软件(常用函数,vlookups,数据透视表等)的基本/中级经验 -
Basic experience with the Python programming language
Python 编程语言的基本经验 -
Strong knowledge of data types (strings, integers, floating points, booleans) etc
对数据类型(字符串、整数、浮点数、布尔值)等有很强的了解
Description 描述
Student Testimonials: 学生感言:
-
The instructor knows the material, and has detailed explanation on every topic he discusses. Has clarity too, and warns students of potential pitfalls. He has a very logical explanation, and it is easy to follow him. I highly recommend this class, and would look into taking a new class from him. – Diana
讲师了解材料,并对他讨论的每个主题都有详细的解释。也清晰,并警告学生潜在的陷阱。他有一个非常合乎逻辑的解释,很容易跟着他走。我强烈推荐这门课,并会考虑从他那里上一门新课。-黛安娜 -
This is excellent, and I cannot complement the instructor enough. Extremely clear, relevant, and high quality – with helpful practical tips and advice. Would recommend this to anyone wanting to learn pandas. Lessons are well constructed. I’m actually surprised at how well done this is. I don’t give many 5 stars, but this has earned it so far. – Michael
这太好了,我不能补充教练。非常清晰、相关和高质量 – 提供有用的实用技巧和建议。会推荐给任何想学习熊猫的人。课程结构良好。我实际上对这项工作做得如此之好感到惊讶。我没有给很多 5 星,但到目前为止,这已经赢得了它。-迈克尔 -
This course is very thorough, clear, and well thought out. This is the best Udemy course I have taken thus far. (This is my third course.) The instruction is excellent! – James
这门课程非常彻底、清晰且经过深思熟虑。这是我迄今为止参加过的最好的 Udemy 课程。(这是我的第三门课程。教学非常好!-詹姆斯
Welcome to the most comprehensive Pandas course available on Udemy! An excellent choice for both beginners and experts looking to expand their knowledge on one of the most popular Python libraries in the world!
欢迎来到 Udemy 上最全面的 Pandas 课程!对于希望在世界上最流行的 Python 库之一上扩展知识的初学者和专家来说,这是一个很好的选择!
Data Analysis with Pandas and Python offers 19+ hours of in-depth video tutorials on the most powerful data analysis toolkit available today. Lessons include:
使用 Pandas 和 Python 进行数据分析提供 19+ 小时的深入视频教程,介绍当今最强大的数据分析工具包。课程包括:
-
installing 安装
-
sorting 排序
-
filtering 滤波
-
grouping 分组
-
aggregating 聚合
-
de-duplicating 消除重复数据
-
pivoting 旋转
-
munging 咀嚼
-
deleting 删除
-
merging 合并
-
visualizing 可视 化
and more! 还有更多!
Why learn pandas? 为什么要学习熊猫?
If you’ve spent time in a spreadsheet software like Microsoft Excel, Apple Numbers, or Google Sheets and are eager to take your data analysis skills to the next level, this course is for you!
如果您花时间使用Microsoft Excel,Apple Numbers或Google Sheets等电子表格软件,并渴望将您的数据分析技能提升到一个新的水平,那么本课程适合您!
Data Analysis with Pandas and Python introduces you to the popular Pandas library built on top of the Python programming language.
使用 Pandas 和 Python 进行数据分析向您介绍了基于 Python 编程语言构建的流行 Pandas 库。
Pandas is a powerhouse tool that allows you to do anything and everything with colossal data sets — analyzing, organizing, sorting, filtering, pivoting, aggregating, munging, cleaning, calculating, and more!
Pandas 是一个强大的工具,可让您使用庞大的数据集做任何事情——分析、组织、排序、过滤、旋转、聚合、整理、清理、计算等等!
I call it “Excel on steroids”!
我称之为“类固醇的Excel”!
Over the course of more than 19 hours, I’ll take you step-by-step through Pandas, from installation to visualization! We’ll cover hundreds of different methods, attributes, features, and functionalities packed away inside this awesome library. We’ll dive into tons of different datasets, short and long, broken and pristine, to demonstrate the incredible versatility and efficiency of this package.
在超过 19 个小时的时间里,我将带您逐步了解 Pandas,从安装到可视化!我们将介绍数百种不同的方法、属性、特性和功能,这些方法、属性、特性和功能都包含在这个很棒的库中。我们将深入研究大量不同的数据集,无论是短的还是长的,破碎的还是原始的,以展示这个包令人难以置信的多功能性和效率。
Data Analysis with Pandas and Python is bundled with dozens of datasets for you to use. Dive right in and follow along with my lessons to see how easy it is to get started with pandas!
使用 Pandas 和 Python 进行数据分析捆绑了数十个数据集供您使用。潜入并跟随我的课程,看看开始使用熊猫是多么容易!
Whether you’re a new data analyst or have spent years (*cough* too long *cough*) in Excel, Data Analysis with pandas and Python offers you an incredible introduction to one of the most powerful data toolkits available today!
无论您是新的数据分析师,还是在 Excel 中花费了数年时间(*咳嗽*太久*咳嗽*),使用 pandas 和 Python 进行数据分析都为您提供了当今最强大的数据工具包之一的精彩介绍!
Who this course is for:
本课程适用于谁:
- Data analysts and business analysts
数据分析师和业务分析师 - Excel users looking to learn a more powerful software for data analysis
Excel 用户希望学习更强大的数据分析软件