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所在平台: Udemy |
课程主页: https://www.udemy.com/course/introduction-to-numpy-and-pandas/
课程评论：没有评论
## 课程总结：Python NumPy 与 Pandas 入门 **课程名称：** Introduction to NumPy and Pandas (Python NumPy 与 Pandas 入门) **课程概述：** 本课程是为希望使用 Python 处理真实数据并掌握 Python 数据生态系统中强大库的初学者设计的。通过 **“Introduction to NumPy and Pandas”** 课程，您将能够舒适地使用数据科学和分析中最核心的两个库：NumPy 和 Pandas。 **课程特色：** * **新手友好且注重实践：** 无论是学生、有志于成为数据分析师的开发者，还是对数据处理仅有好奇心的爱好者，本课程都将通过真实的编码实验，为您打下坚实的基础。**告别枯燥的理论，纯粹的编码与实践学习！** **课程内容：** 1. **Python 基础回顾：** 变量、数据类型、控制流、函数以及列表、元组、集合和字典等数据结构。 2. **NumPy 深度探索：** 学习如何创建和操作数组，执行数学运算，理解广播机制，以及处理缺失值。 3. **Pandas 精华：** 掌握数据加载、DataFrame 探索、应用过滤器和索引，使用 `groupby` 和透视表，以及专业地处理缺失数据。 **学习环境：** * **所有演示均在 Google Colab 中进行：** 无需安装任何软件，只需打开浏览器即可开始编码。 **为何选择本课程：** * **专为零基础学员设计：** 无需任何数据库相关经验。 * **全实践、项目导向的学习：** 在 Google Colab 中边做边学。 * **学习数据科学、机器学习和分析的核心库。** **课程成果：** 完成本课程后，您将能够： * 在数据分析项目中**自信地使用 NumPy 和 Pandas**。 * **处理、清洗和转换真实数据集**。 * 为机器学习或数据可视化等**高级主题打下坚实的基础**。 **立即开始您使用 Python、NumPy 和 Pandas 的数据之旅！**
Do you want to work with real-world data using Python? Looking to master the most powerful libraries in the Python data ecosystem? You're in the right place."Introduction to NumPy and Pandas" is a hands-on course designed to get you comfortable with the two most essential libraries in data science and analysis: NumPy and Pandas.This course is beginner-friendly and practical. Whether you're a student, aspiring data analyst, developer, or simply curious about data manipulation, this course will give you a strong foundation through real coding labs-no boring theory, just coding and learning by doing!What's Inside:Python Fundamentals Refresher: Variables, data types, control flow, functions, and data structures like lists, tuples, sets, and dictionaries.NumPy Deep Dive: Learn how to create and manipulate arrays, perform mathematical operations, broadcasting, and handle missing values.Pandas Essentials: Load data, explore DataFrames, apply filters and indexing, use groupby and pivot tables, and handle missing data like a pro.All Demos in Google Colab: No installations required-just open your browser and start coding.Why This Course?Built for beginners with no prior experience in data librariesFully hands-on, project-oriented learning in Google ColabLearn the core libraries used in Data Science, Machine Learning, and AnalyticsBy the end of this course, you'll be able to:Confidently use NumPy and Pandas in your data analysis projectsHandle, clean, and transform real datasetsBuild a solid foundation for advanced topics like Machine Learning or Data VisualizationLet's start your journey into the world of data with Python, NumPy, and Pandas!
