Data Analysis with Pandas and NumPy in Python [2025]

所在平台: Udemy

课程主页: https://www.udemy.com/course/python-data-analysis-2020/

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Coursera Pandas与NumPy Python数据分析课程(2025年) 本课程旨在帮助初学者掌握Python中Pandas和NumPy这两个最重要的数据分析库,并从新手蜕变为专家。 **课程亮点:** * **零基础入门:** 适合对Python、NumPy和Pandas完全陌生的学习者,从基础概念讲起。 * **实战项目驱动:** 包含现实生活中的项目案例,特别是新冠疫情数据分析(真实医院数据)将作为一项作业。 * **核心技能掌握:** 成为Pandas和NumPy库的专家,这些是在数据科学和数据工程领域需求量极高的技能。 * **深入数据分析:** 学习如何进行探索性数据分析(EDA),从各种数据源(网站、PDF、CSV、RDBMS数据库)提取数据,并根据分析结果做出有意义的商业决策。 * **数据可视化:** 掌握创建各种图表(条形图、箱线图)的能力,以提供有意义的洞察。 * **职业发展助力:** 课程内容将助力您的职业成长,尤其是在数据科学和数据工程领域。 * **丰富学习资源:** 提供终身课程访问权限、100%退款保证、所有会话的源代码供练习。 * **案例研究广泛:** 将分析墨尔本房地产数据、市场数据、新冠疫情数据,并探讨影响汽车价格的关键因素。 * **数据故事讲述:** 学习将数据转化为引人入胜的故事,提升数据分析的效果。 **目标学员:** * 对数据科学或数据工程感兴趣的任何人。 * 希望从零开始学习Python数据分析的初学者。 * 希望提升职业技能以获得专业成长的人士。 通过本课程,您将能够专业地使用Python进行数据分析,并为处理各种复杂的数据集做好准备。

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Recent Reviews:Thanks to Piyush Sir, for explaining basics of python in a lucid way.I would recommend this course, whoever is very much new to Python and interested in understanding basic concepts of Numpy and Pandas from scratch."Yes, this is course i was looking for my knowledge which will eventually help me in my professional growth.I will surely recommend this course to anyone who is interested in Data science or Data Engineering" Lifetime access to course materials. 100% money back guarantee The course is packed with real life projects examples and include Covid19 Data Analysis ( real life Hospital Data ) which you will be doing as part of Assignment. Solutions and source code is providedGet Transformed from Beginner to Expert. Become expert in using Python Pandas,NumPy libraries ( the most in-demand )Source Codes are provided for each session so that you can practise along with the lectures..Start doing the extrapolatory data analysis ( EDA) on any kind of data and start making the meaningful business decisionsStart python programming professionally Extract data from various sources like websites, pdf files, csv and RDBMS database.Start using the highest in-demand libraries used in Data Science / Data Analysis project: Pandas , NumPy Start making visualizations charts - bar chart , box plots which will give the meaningful insights.Become expert in storytellingLearn the art of Data Analysis , Visualizations for Data Science ProjectsWe will also go through Melbourne Real estate data , market data , Covid 19 Data and analyse which factors are key to decide car price.

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