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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-masterclass-the-complete-guide/
课程评论：没有评论
**课程名称：** 使用 Pandas 和 Python 进行数据分析 2025 **课程概述：** 本课程为绝对初学者提供实践指导，通过 Pandas 和 Python 进行数据分析。您将学习如何安装 Python Anaconda 发行版、Python/PyCharm IDE 和 Jupyter notebook。课程将逐步讲解 Python 编程的基础概念，包括数据类型、运算符、语句、流程控制（if、else、for、while 循环）以及模式编程。 重点内容包括： * **Python 环境搭建：** Anaconda 发行版、PyCharm IDE、Jupyter notebook 的安装和使用。 * **Pandas 数据处理：** * 创建 Pandas dataframes（从数据集读取和写入）。 * 常用 Pandas 函数（head, tail, describe, info, shape 等）。 * 数据选择、过滤和清洗（处理缺失值）。 * 利用 `isin`、`drop`、`drop_duplicates`、`rename` 等函数进行数据分析。 * 数据分组、透视、排序、连接（concat, merge, join）。 * Pandas Series 的示例讲解。 * **Python 基础：** * Python 简介、安装与设置。 * Python 缩进、注释、转义字符和常量。 * Python 数据类型（int, float, complex, bool, str, list, tuple, dict 等）。 * Python 运算符（算术、关系、逻辑、位、赋值等）。 * Python 输入与输出语句。 **课程亮点：** * **实操性强：** 每个概念都配有实际示例，加深理解。 * **职业发展：** 旨在帮助您掌握 Python 技能，为成为软件工程师或开发者做好准备，并已帮助多位学员获得工作或晋升。 * **终身访问：** 享受课程内容的终身访问权限。 * **无忧保障：** 提供 30 天退款保证。 **目标学员：** 任何想要学习数据分析、提升 Python 技能的初学者。 **立即报名，开启您的数据分析进阶之旅！**
Learn Data Analysis with Pandas and Python with hands on experience. We will walk you step-by-step instructions on how to download and install Python Anaconda Distribution, Python/PyCharm IDE, Jupyter notebook, various fundamental concepts of Python programming. You will develop new skills and improve your understanding of all the concepts.We will cover the following topics:Python Anaconda distribution, Jupyter notebook overviewCreating Pandas dataframes by reading data from the datasets and writing the data back to the datasetsHow to apply Pandas functions like head, tail, describe, info and shape, etc.Perform data selection, filtering dataCleaning data, treating missing values.How to use isin, drop, drop_duplicates, rename, etc to do data analysisHow to group the data, pivoting, sorting, concat, merge, join the dataPandas Series with examplesPython introduction, installation and setupPython indentation, comments, escape characters and constantsPython flow control - if statement, else statement, for loop, while loopPython pattern programs using loopsPython datatypes - int, float, complex, bool, str, range, list, tuple, set, frozenset, dict, bytes, bytearray, NonePython operators - Arithmetic, Relational, Equality, Logical, Bitwise, Assignment, Ternary, SpecialPython statements - Input and output statementsAnd many more..You will get lifetime access and more to come.This course comes with a 30 day money back guarantee! If you are not satisfied in any way, you'll get your money back. This course is designed to give you the Python skills you need to get a job as a software engineer or a developer. By the end of the course, you will understand Python so well and be able to build your own Python applications.After going through this course, several students have got enough knowledge to get their first job or promote to the next level in their career.Each concept is explained with practical examples to better understand the theory. This is the course to advance your career and gain the knowledge required for absolute beginners. So, what are you waiting for? Go ahead and enroll..Happy learning!!
