Pandas Basics - Replace Excel with Python Data Analysis

所在平台: Udemy

课程主页: https://www.udemy.com/course/essential-business-data-manipulation-using-python-and-pandas/

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课程简介

**课程名称:Pandas基础:用Python数据分析替代Excel** **课程概述:** 本课程专为商业专业人士设计,旨在帮助您将Excel数据分析技能提升到新的水平,并无缝过渡到Python。您将学习强大的Pandas库,掌握处理大型数据集、自动化重复性任务以及简化数据管理的技巧。 **课程亮点:** * **真实世界应用:** 由资深金融专业人士教授,课程内容紧密结合实际工作场景,提供实用的技巧和窍门。 * **从入门到精通:** 无论您是Python新手还是已有基础,课程都将从Python和Pandas的基础知识 starting point,逐步深入到高级技术,提供全面的学习体验。 * **实践导向:** 课程主要聚焦于金融专业人士常用的CSV和Excel文件处理,同时也会涉及导入多种格式的数据。 * **端到端学习:** 除了Python和Pandas,您还将熟悉Jupyter Notebooks编程环境。课程将引导您完成数据导入、检查、清洗(包括字符串函数的使用以避免错误)、数据汇总以及导出等全过程。

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课程详情

Level up your Excel data analysis skills by transitioning from Excel to Python seamlessly with my tailored course designed exclusively for professionals. Discover the power of the Python's Pandas library in handling large datasets, automating boring and repetitive tasks, and simplifying data management.What sets this course apart?Real-world Application: This course isn't a generic Python tutorial. It's crafted by a seasoned finance professional for professionals. Hence, every lesson, tip, and trick is rooted in real-life scenarios.From Basics to Advanced: Whether you're a novice or someone who's dabbled in Python before, this course caters to all. It commences with the foundational aspects of Python and Pandas and gradually dives into advanced techniques ensuring a comprehensive learning experience.Practical Focus: We understand that finance professionals mostly deal with CSV and Excel files. This course primarily revolves around these, but we also touch upon importing data in varied formats.End-to-end Learning: Apart from learning Python and Pandas, get acquainted with the Jupyter Notebooks programming environment. Follow along as we delve deep into importing, inspecting, and manipulating data. Master the art of data cleaning using string functions, and ascertain ways to avoid errors. Conclusively, we'll guide you on summarizing your data, ensuring it's export-ready.

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