Data Analysis with Pandas and Python

所在平台: Udemy

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

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**课程名称:** 使用 Pandas 和 Python 进行数据分析 **课程概述:** 这门课程是 Udemy 上最全面的 Pandas 教程之一,适合需要提升 Python 数据分析技能的初学者和专家。课程时长超过19小时,提供深入的视频讲解,涵盖了 Pandas 库的各项核心功能,包括安装、排序、过滤、分组、聚合、去重、透视、数据清洗、删除、合并和可视化等。 **课程亮点:** * **循序渐进的教学:** 讲师以清晰、逻辑性强的风格讲解,并会预警潜在的难点。 * **实践性强:** 课程包含大量不同类型的数据集,方便学员跟随学习,掌握 Pandas 的强大功能。 * **“Excel 加强版”:** 课程将 Pandas 比作“Excel 加强版”,强调其在处理海量数据方面的优势,能帮助学员从电子表格软件升级到更高级的数据分析能力。 * **高度好评:** 学员评价普遍认为讲师专业、讲解清晰、内容实用且质量高。 **学习目标:** 学习结束后,学员将能够熟练使用 Pandas 库进行各种数据处理和分析任务,掌握其丰富的函数和属性,并能将这些技能应用于实际数据分析工作中。

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课程详情

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. - DianaThis 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. - MichaelThis 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! - JamesWelcome 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:installingsortingfilteringgroupingaggregatingde-duplicatingpivotingmungingdeletingmergingvisualizingand 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!

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