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: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality, Relational Databases, Data Entry
您将获得的技能: Data Dictionary, Data Quality, Data Management, Data Cleansing, Data Validation, Data Governance, Data Integrity, Case Studies, Communication Strategies, Stakeholder Communications, Cross-Functional Collaboration, Continuous Improvement Process
Johns Hopkins University
您将获得的技能: 统计编程, 数据整理, 数据转换, 探索性数据分析, R 程序设计, 数据预处理, 文本挖掘, 数据清理, Tidyverse（R 软件包）, 数据操作
University of California, Davis
您将获得的技能: 数据管理, Data Management, 变更控制, 数据扫盲, 医疗记录, 数据质量, 技术交流, 临床数据管理, 元数据管理, 数据验证, 健康信息管理
Board Infinity
您将获得的技能: Data Governance, Databricks, Data Management, Metadata Management, Data Infrastructure, Data Strategy, Information Management, Data Quality, Data Security, Real Time Data
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 Pipelines, Data Preprocessing, Personally Identifiable Information, Data Integrity, R Programming, Exploratory Data Analysis, Information Privacy, Statistical Programming
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Manipulation, Database Management, Query Languages
您将获得的技能: Power BI, Data Transformation, Data Preprocessing, Data Manipulation, Data Cleansing, Feature Engineering, Data Integration, Predictive Modeling, Data Quality
Duke University
您将获得的技能: Python 编程, 系统编程, 加密, 软件测试, 云部署, 算法, 命令行界面, 加密技术, 数据处理, 数据操作, Amazon Web Services, 云 API, 云计算开发, 应用程序接口网关, 数据管道, 恢复性应用程序接口, 拉斯特（编程语言）, 数据结构
University of Michigan
您将获得的技能: 数据管理, Data Management, 数据收集, 数据预处理, 数据分析, 抽样（统计）, 威胁检测, 数据质量, 数据验证, 数据访问
Microsoft
您将获得的技能: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Manipulation, Data Management, Data Quality, Data Preprocessing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
Whizlabs
您将获得的技能: Data Governance, Extract, Transform, Load, Metadata Management, Role-Based Access Control (RBAC), Data Cleansing, Databricks, Data Management, Data Pipelines, Data Lakes, Amazon Web Services, Amazon Redshift, Data Security, Personally Identifiable Information, Data Warehousing, Data Quality, General Data Protection Regulation (GDPR), Data Integration, Data Validation, Fraud detection
总之，以下是 10 最受欢迎的 data cleaning 课程
- Clean Data in SQL using MySQL Workbench: Coursera
- Data Management: Dictionaries, Quality and Communication: Coursera
- 在 Tidyverse 中管理数据: Johns Hopkins University
- 医疗数据质量与管理: University of California, Davis
- Learn Data Governance Workflows with Databricks Tools: Board Infinity
- Data Tidying and Importing with R: Duke University
- Sort and Filter Data in SQL using MySQL Workbench: Coursera
- PowerBI for Beginners: Data transformation: Coursera
- 使用 Rust 的数据工程: Duke University
- 全面数据质量框架: University of Michigan
