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University of Michigan
您将获得的技能: 抽样（统计）, 数据访问, 数据分析, 威胁检测, 数据收集, Data Validation, 数据清理, 数据质量, 数据处理
状态：免费试用Microsoft
您将获得的技能: Data Analysis Expressions (DAX), Data Ethics, Data Modeling, Data Governance, Data Architecture, Database Design, Power BI, Star Schema, Information Privacy, Data Security, Data Integrity, Snowflake Schema, Relational Databases, Data Quality, Extract, Transform, Load, Data Cleansing
状态：免费试用Microsoft
您将获得的技能: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Management, Data Quality, Data Wrangling, Data Processing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
状态：新状态：预览您将获得的技能: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Warehousing, Amazon S3, Automation, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality, Relational Databases, Data Entry
状态：免费试用Duke University
您将获得的技能: Web Scraping, Data Ethics, Data Transformation, Tidyverse (R Package), Data Wrangling, Data Cleansing, Data Manipulation, Data Collection, Data Capture, Data Pipelines, Data Integration, Personally Identifiable Information, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
状态：预览您将获得的技能: Information Privacy, Data Governance, Law, Regulation, and Compliance, Personally Identifiable Information, Data Security, Data Management, Data Architecture, Data Strategy, Metadata Management
状态：免费试用CertNexus
您将获得的技能: 数据转换, 数据导入/导出, 数据操作, 数据收集, 数据整合, 数据仓库, 摘录, 数据挖掘, 数据质量, 数据清理, 数据处理
状态：预览Fred Hutchinson Cancer Center
您将获得的技能: Data Ethics, Data Sharing, Personally Identifiable Information, Clinical Research Ethics, Institutional Review Board (IRB), Healthcare Ethics, Data Security, Data Governance, Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Informed Consent, Encryption
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)
状态：免费试用University of Colorado System
您将获得的技能: SQL, 数据转换, 健康信息学, 关系数据库, 数据库设计, 数据仓库, 数据整合, 摘录, 数据建模, 数据质量, 临床数据管理
状态：免费试用University of Michigan
您将获得的技能: Data Quality, Data Integrity, Data Validation, Quality Assurance, Data Collection, Data Processing, Data Strategy, Data Analysis, Sampling (Statistics)
总之，以下是 10 最受欢迎的 data cleaning 课程
- 全面数据质量框架: University of Michigan
- Data Modeling and Architecture: Microsoft
- Data Preparation and Management: Microsoft
- AWS Data Automation: Glue & Lambda Integration: Coursera
- Clean Data in SQL using MySQL Workbench: Coursera
- Data Tidying and Importing with R: Duke University
- IBM Data Privacy for Information Architecture: IBM
- 提取、转换和加载数据: CertNexus
- Best Practices for Ethical Data Handling: Fred Hutchinson Cancer Center
- Data Collection and Integration: University of Colorado Boulder
