Data Analysis with Pandas and Python

Data Analysis with Pandas and Python



Analyze data quickly and easily with Python's powerful pandas library! All datasets included --- beginners welcome!



上次更新 9/2020



英语 [自动]

15 个章节 • 168 个讲座 • 总时长 20 小时 35 分钟

https://www.udemy.com/course/data-analysis-with-pandas/

你将会学到的



Perform a multitude of data operations in Python's popular "pandas" library including grouping, pivoting, joining and more!



Learn hundreds of methods and attributes across numerous pandas objects



Possess a strong understanding of manipulating 1D, 2D, and 3D data sets



Resolve common issues in broken or incomplete data sets

Basic / intermediate experience with Microsoft Excel or another spreadsheet software (common functions, vlookups, Pivot Tables etc)



Basic experience with the Python programming language



Strong knowledge of data types (strings, integers, floating points, booleans) etc



说明



Student Testimonials:







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







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







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











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!







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:







installing







sorting







filtering







grouping







aggregating







de-duplicating







pivoting







munging







deleting







merging







visualizing







and more!







Why learn pandas?







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!















Data Analysis with Pandas and Python introduces you to the popular Pandas library built on top of the Python programming language.







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!







I call it "Excel on steroids"!







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.







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!







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!







此课程面向哪些人：



Data analysts and business analysts



Excel users looking to learn a more powerful software for data analysis