2025 Data Visualization in Python Masterclass for Beginners

所在平台: Udemy

课程主页: https://www.udemy.com/course/complete-data-visualization-in-python/

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课程名称:2025 Python数据可视化大师班(适合初学者) 课程概述:你准备好开始成为数据科学家的道路了吗?KGP Talkie为你带来了这门全方位的课程。通过实践数据集,学习各种数据可视化。这个综合性课程将指导你使用Python的强大功能来分析数据,创造美丽的可视化效果!本课程独特之处在于,你将学习Kaggle上的波士顿房价、泰坦尼克号、最新的Covid-19数据集、文本数据集、IPL cricket比赛的所有赛季以及FIFA世界杯比赛的探索性数据分析(EDA),通过真实的实践案例进行学习。 数据科学家的职业被评为Glassdoor上最佳工作,平均年薪在美国超过$110,000,Indeed数据显示,数据科学是一个解决全球最有趣问题的有回报的职业!本课程旨在为拥有一定编程经验的初学者或希望转入数据科学领域的开发者设计。 这门综合课程与其他通常需要数千美元的培训营相媲美,而你现在可以以较低的成本学习所有这些知识!课程包括超过200个全高清的视频讲解,每堂课都有详细的代码笔记,是一门极为全面的Python数据可视化课程。 我们将教你如何使用Python进行编程,如何分析数据并创建惊人的数据可视化!你可以将这门课程作为你自己项目的随时可参考资料。以下是我们将学习的一些主题: - 使用Python编程 - Python中的NumPy - 使用Pandas数据框解决复杂任务 - 使用Pandas进行文件处理 - 利用matplotlib和Seaborn进行数据可视化 - 使用Plotly和Cufflinks创建交互式可视化 - 波士顿房价数据集的探索性数据分析(EDA) - 泰坦尼克号数据集的探索性数据分析(EDA) - 最新Covid-19数据集的探索性数据分析(EDA)以及更多内容! 这门Python数据可视化大师班可以为数据科学家提供多方面的帮助: - 加深对如何有效沟通数据洞察的理解,利用可视化展示。 - 教会他们使用专门为数据可视化设计的Python库,简化数据分析项目中的可视化创建。 - 提供与真实数据集的实践经验,帮助他们提高技能。 - 学习创建可用于生成仪表板和报告的交互式可视化,并与利益相关者分享。 - 帮助创建更有效率、空间利用更优化的信息可视化。 总的来说,这门课程将帮助数据科学家提高有效且吸引人的数据可视化技能,帮助他们更有效地传达数据洞察。

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Are you ready to start your path to becoming a Data Scientist!KGP Talkie brings you all in one course. Learn all kinds of Data Visualization with practical datasets. This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations! This is a very unique course where you will learn EDA on Kaggle's Boston Housing, Titanic and Latest Covid-19 Datasets, Text Dataset, IPL Cricket Matches of all seasons, and FIFA world cup matches with real and practical examples.Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $110,000 in the United States and all over the World according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science!This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 200+ Full HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive courses on Complete Data Visualization in Python.We'll teach you how to program with Python, how to analyze and create amazing data visualizations with Python! You can use this course as your ready-to-go reference for your own project.Here just a few of the topics we will be learning:Programming with PythonNumPy with PythonUsing Pandas Data Frames to solve complex tasksUse Pandas to FilesUse matplotlib and Seaborn for data visualizationsUse Plotly and Cufflinks for interactive visualizationsExploratory Data Analysis (EDA) of Boston Housing DatasetExploratory Data Analysis (EDA) of Titanic DatasetExploratory Data Analysis (EDA) of the Latest Covid-19 Datasetand much, much more!This Data Visualization in Python Masterclass can help data scientists in several ways:It can help them gain a deeper understanding of how to effectively communicate data insights using visualizations.It can teach them how to use Python libraries specifically designed for data visualization, making it easier for them to create visualizations in their own data analysis projects.It can also provide them with hands-on experience working with real-world data sets, allowing them to practice creating visualizations and improve their skills.It can also teach them to create interactive visualizations which can be used to create dashboards and reports, which can be shared with stakeholders.It can also help them to create visualizations that can convey more information in less space, making it more effective and efficient.Overall, this course can help data scientists to become more proficient in creating effective and engaging data visualizations, which can be used to communicate their data insights more effectively.

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