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
您将获得的技能: Data Loss Prevention, Personally Identifiable Information, Data Pipelines, Cloud-Based Integration, Cloud Storage, Data Security, Data Integration, Data Management, Data Transformation, Cloud Management, DevOps
状态：免费试用Johns Hopkins University
您将获得的技能: 数据整理, 数据清理, 数据操作, 数据分析, 文件管理, 数据转换, 数据导入/导出, 探索性数据分析, 数据管理, Data Management, R（软件）, 数据科学, 数据可视化, R 语言程序设计（中文版）, Tidyverse（R 软件包）
状态：免费试用University of Colorado Boulder
您将获得的技能: Exploratory Data Analysis, Data Wrangling, Data Integration, Data Processing, Data Collection, Data Validation, Data Cleansing, Data Quality, Data Analysis, Data Manipulation, Data Transformation, Pivot Tables And Charts, Statistical Visualization, Data Visualization, Statistical Analysis, Data Mining, Dimensionality Reduction
您将获得的技能: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Cleansing, Statistics, Data Manipulation, Data Analysis Software, Statistical Analysis, Data Import/Export
状态：免费试用University of Colorado Boulder
您将获得的技能: Web Scraping, Data Integration, Data Cleansing, Data Import/Export, Data Quality, Data Processing, Data Collection, Data Manipulation, SQL, Databases, Query Languages, Extensible Markup Language (XML), Pandas (Python Package), Application Programming Interface (API)
Google Cloud
您将获得的技能: Data Loss Prevention, Personally Identifiable Information, Information Privacy, JSON, Data Security, Cloud API, Google Cloud Platform, Data Cleansing, Cloud Storage
您将获得的技能: Data Visualization Software, Data Wrangling, Data Manipulation, Google Cloud Platform, Data Import/Export, Data Transformation, Data Cleansing, Extract, Transform, Load, Data Analysis, Sampling (Statistics), Course Development
Coursera
您将获得的技能: Ggplot2, Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Data Analysis, Data Management, Pivot Tables And Charts
状态：新状态：免费试用您将获得的技能: Data Integrity, Data Integration, Power BI, Data Maintenance, Database Management, Microsoft SQL Servers, Application Programming Interface (API), Dashboard, Data Visualization, Business Intelligence, Data Security, Systems Integration, Role-Based Access Control (RBAC), Auditing, Real Time Data, Data Encryption Standard
Google Cloud
您将获得的技能: Data Cleansing, Exploratory Data Analysis, Data Manipulation, Data Transformation, Data Quality, Data Analysis, Data Visualization, Google Cloud Platform, Data Management
Google Cloud
您将获得的技能: Big Data, Data Cleansing, Exploratory Data Analysis, Google Analytics, Data Integration, Data Manipulation, SQL, Database Administration
状态：免费试用University of California, Davis
您将获得的技能: JSON, Javascript, 调试, 可维护性, 应用编程接口 (API), Javascript 和 jQuery, AJAX, 事件驱动编程, 网络开发工具, 面向对象编程（OOP）, Data Validation
总之，以下是 10 最受欢迎的 data cleaning 课程
- Redacting Confidential Data within your Pipelines in Cloud Data Fusion: Google Cloud
- Tidyverse 简介: Johns Hopkins University
- Data Wrangling with Python Project: University of Colorado Boulder
- Using Descriptive Statistics to Analyze Data in R: Coursera
- Data Collection and Integration: University of Colorado Boulder
- Data Loss Prevention: Qwik Start - JSON: Google Cloud
- Preparing and Aggregating Data for Visualizations using Cloud Dataprep: Google Cloud
- Tidy Messy Data using tidyr in R: Coursera
- Security, Maintenance & Integration with BI Tools: Microsoft
- Dataprep: Qwik Start: Google Cloud
