数据清理课程
数据 Cleaning 课程可以帮助您学习识别和纠正数据集中的错误、处理缺失值以及规范数据格式的技术。您可以掌握数据 Validation、Outlier 检测以及将原始数据 Transformer 成可用格式等方面的技能。许多课程都会介绍一些工具，如 Pandas 和 NumPy 等 Python 库，以及 OpenRefine 等软件，这些工具支持高效执行数据分析任务并确保数据质量，以便进行分析。
热门 Data Cleaning 课程和认证
状态：免费试用您将获得的技能: Data Cleansing, Sampling (Statistics), Data Integrity, Data Quality, Data Processing, Data Analysis, Data Transformation, Data Validation, Sample Size Determination, SQL, Spreadsheet Software
状态：免费试用您将获得的技能: 数据整理, 数据操作, 数据清理, 数据分析, 电子表格软件, 数据导入/导出, 数据完整性, 数据科学, 透视表和图表, Excel 公式, 信息隐私, 谷歌工作表, 微软Excel, 数据质量
您将获得的技能: Data Analysis, Data Cleansing, Microsoft Excel, Data Manipulation, Data Transformation, Data Quality, Excel Formulas
状态：免费试用您将获得的技能: Data Quality, Responsible AI, Data Cleansing, Generative AI, Data Validation, Automation, Data Processing, Data Transformation, Tensorflow, OpenAI, Artificial Intelligence, Alteryx
状态：免费试用您将获得的技能: Data Cleansing, Prompt Engineering, Data Processing, Microsoft Excel, Data Manipulation, Microsoft Copilot, Data Wrangling, Data Quality, Data Transformation, Data Integrity, Data Validation, Excel Formulas, Data Analysis
状态：免费试用University of Michigan
您将获得的技能: Data Quality, Data Cleansing, Quantitative Research, Data Validation, Data Integrity, Data Collection, Quality Assurance, Data Processing, Data Strategy, Data Management, Data Analysis, Data Access, Statistical Analysis, Sampling (Statistics), Threat Detection
是什么让您今天来到 Coursera？
状态：免费试用University of Colorado Boulder
您将获得的技能: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data Transformation, Data Processing, Data Cleansing, Data Presentation, Plot (Graphics), Data Visualization Software, Statistical Analysis, Seaborn, NumPy, Python Programming
状态：免费试用Corporate Finance Institute
您将获得的技能: Data Transformation, Extract, Transform, Load, Microsoft Excel, Data Manipulation, Data Cleansing, Data Integration, Data Import/Export, Pivot Tables And Charts, Data Validation, Automation
状态：免费试用Johns Hopkins University
您将获得的技能: 数据整理, 预测建模, 数据操作, 数据可视化软件, 统计假设检验, 数据分析, 数据建模, 回归分析, 数据导入/导出, Ggplot2, 绘图（图形）, 探索性数据分析, 网页抓取, R（软件）, 数据科学, 数据分析软件, 数据可视化, R 语言程序设计（中文版）, 数据展示, Tidyverse（R 软件包）
状态：新状态：预览您将获得的技能: Data Integration, Data Import/Export, NumPy, Data Wrangling, Data Manipulation, Pandas (Python Package), Data Pipelines, Data Transformation, Extract, Transform, Load, Data Cleansing
状态：新状态：预览您将获得的技能: Data Cleansing, Database Design, Data Integration, Data Import/Export, SQL, Data Maintenance, Data Manipulation, Database Management, Relational Databases, Data Quality, Stored Procedure, Data Integrity, Performance Tuning
您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Analysis Expressions (DAX), Business Intelligence, Data Entry
总之，以下是 10 最受欢迎的 data cleaning 课程
- Process Data from Dirty to Clean: Google
- 适用于数据分析的 Excel 基础知识: IBM
- Data Cleaning in Excel: Techniques to Clean Messy Data: Coursera
- Smart Data Cleaning with Generative AI: Coursera
- Data Cleaning & Processing with Copilot in Excel : Microsoft
- Total Data Quality: University of Michigan
- Data Wrangling with Python: University of Colorado Boulder
- Power Query Fundamentals: Corporate Finance Institute
- 用 R 语言学习数据科学的 Tidyverse 技能: Johns Hopkins University
- From Raw to Ready: Data Preparation in Python: Coursera
