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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-visualization-wrangling-python/
课程评论：没有评论
**课程名称：** Python 数据可视化与数据整理大师班 (Data Visualization & Data Wrangling Masterclass with Python) **课程概述：** 本课程旨在教授学员如何利用 Python 进行高效的数据可视化和数据整理，帮助您成为一名数据分析专家。课程从 Python 编程基础讲起，涵盖变量、数据类型、循环、条件语句、字符串、正则表达式、日期时间对象等核心概念。 随后，课程将深入讲解强大的 **NumPy** 和 **Pandas** 库，这是数据分析和处理的基石。您将学习如何使用这些库进行数据清洗、转换和分析，并掌握 **Query Analysis** 的概念，运用 Dabl、sweetviz 等库进行数据洞察。 在数据可视化方面，课程将从基础的可视化技术开始，逐步深入高级主题，包括： * **基础数据可视化** * **高级数据可视化：** 示例包括 facet grids、极坐标图、瓦片图、地图、统计图等。 * **动画数据可视化：** 学习制作气泡图、分面图、散点图地图、分级统计地图等动态可视化。 * **其他可视化图表：** 涵盖旭日图、平行坐标图、甘特图等多种实用图表。 课程特色： * **全面覆盖：** 一站式学习 Python 编程、数据整理与高级数据可视化技能。 * **实践导向：** 包含大量的测验和练习，巩固所学知识。 * **项目实战：** 三个独立的奖励项目（初创公司案例研究、球员表现回顾、IPL 数据科学分析）帮助您将理论知识应用于实际场景。 * **资源丰富：** 提供课程所用的一切资源。 * **讲师支持：** 快速的讲师答疑，解决您的学习疑问。 **立即报名，成为数据可视化专家！**
Welcome to the online course on Data Visualization.Data Visualization is a graphical representation of information and data.Data Visualization tools provide an accessible way to see and understand data because with visualizations it becomes easier for the human brain to understand and pull insights out of the data.The primary goal of a data analyst is to increase efficiency and improve performance by discovering patterns in data.In this course, you will get advanced knowledge on Data Visualization.This course begins with providing you the complete knowledge on Python programming language.You will learn all the concepts of python programming required.This course will cover:-Python variables.Python data types.Loops and Conditionals.Strings.Regular Expressions.Data Time Objects.Numpy Library.Pandas Library.Data Visualization using PythonQuery Analysis.Along with python programming, this course will cover the concepts of query analysis as well.That will help you become an expert in analyzing data using different libraries such as Dabl and sweetviz.Not only this, this course will provide advanced knowledge on Data Visualization.This course will cover:-Basic data visualizationAdvanced-Data Visualization such as facet grids, polar charts, waffle charts, maps, statistical charts etc.Animated Data Visualization such as bubble plot, facets, scatter maps, and choropleth maps.Some miscellaneous charts such as sunburst charts, parallel-coordinate charts, Gantt charts, etc.All this in one courseAlong with all these, we have three bonus projects for you!Startup Case study and Analysis.Player performance Reviewer, andIPL Data Science Analyzer.Where you will apply all the concepts learned in this course.This course is a complete package. Lots and lots of quizzes and exercises are waiting for you.You will also have access to all the resources used in this course.Instructor Support - Quick Instructor Support for any queries.I'm looking forward to see you in the course!Enroll now and become an expert in data visualizations.
