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: Microsoft Excel, Spreadsheet Software, Data Analysis Expressions (DAX), Business Intelligence, Data-Driven Decision-Making
状态：预览Simplilearn
您将获得的技能: Microsoft Excel, Data Validation, Excel Formulas, Spreadsheet Software, Data Quality, Pivot Tables And Charts, Data Cleansing, Project Management, Data Visualization, Timelines, Data Presentation, Graphing
状态：免费您将获得的技能: Data Cleansing, Data Transformation, Alteryx, Data Manipulation, Data Import/Export, Data Preprocessing, Workflow Management, Data Literacy, Project Schedules, Data Visualization, Scheduling, Data Analysis Expressions (DAX), Automation, Exploratory Data Analysis
状态：新状态：免费试用您将获得的技能: Apache Airflow, Docker (Software), SQL, Git (Version Control System), Containerization, CI/CD, Data Pipelines, Ansible, Debugging, Database Management, Continuous Deployment, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, Root Cause Analysis, Configuration Management, Automation, Python Programming
状态：新状态：免费试用Logical Operations
您将获得的技能: Power BI, Data Transformation, Data Manipulation, Data Visualization Software, Data Cleansing, Data Visualization, Data Storytelling, Microsoft Power Platform, Interactive Data Visualization, Business Intelligence, Data Analysis, Data Analysis Software, Microsoft Excel, Data Quality, Query Languages, Microsoft PowerPoint, Microsoft 365, Microsoft Office
状态：新状态：免费试用您将获得的技能: Data Preprocessing, Data Visualization, Performance Tuning
状态：新状态：预览您将获得的技能: Data Governance, Personally Identifiable Information, Information Privacy, Data Security, General Data Protection Regulation (GDPR), Data Ethics, Data Management, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Security Strategy, Compliance Management, Regulatory Compliance, Data Integrity, Risk Mitigation, Risk Analysis, Cross-Functional Collaboration, Encryption, Accountability
状态：免费试用SkillUp
您将获得的技能: 数据架构, 合规管理, 信息隐私, 事件响应, 威胁检测, 安全控制, 法律, 网络安全, 数据安全, 风险管理, Encryption, 数据完整性, 个人身份信息, Data Governance, 数据质量
状态：新状态：预览您将获得的技能: 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
状态：新状态：免费试用您将获得的技能: Apache Airflow, Service Level Agreement, Data Pipelines, Workflow Management, Scalability, MLOps (Machine Learning Operations), DevOps, Extract, Transform, Load, System Monitoring, Incident Response
状态：免费试用SkillUp
您将获得的技能: 数据管道, 数据架构, 数据管理, 数据安全, 数据转换, 数据迁移, 灾难恢复, 数据整合, 摘录, 云存储, 数据基础设施, 数据存储
状态：新状态：免费试用您将获得的技能: Data Literacy, Data Analysis, JSON, Data Transformation, Financial Data, Power BI, Data Wrangling, Data Import/Export, Automation, Business Reporting, Data Cleansing, Extract, Transform, Load, Financial Reporting, Data Structures, Data Pipelines, Data Governance, Data Integrity
总之，以下是 10 最受欢迎的 data cleaning 课程
- Finding, Sorting, & Filtering Data in Microsoft Excel: Coursera
- Data Validation in Excel for Beginners: Simplilearn
- Data Preparation with Alteryx: Automating Analytics: Coursera
- DataOps: Automation & Reliability: Coursera
- Power BI: Data Cleaning, Transformation, and Visualization: Logical Operations
- Clean, Analyze, and Visualize Your Data: Coursera
- Fundamentals of Data Governance Ownership, Privacy, Security: Coursera
- 数据隐私、安全、治理、风险和合规性: SkillUp
- Data Management: Dictionaries, Quality and Communication: Coursera
- Automate Data Workflows with Airflow Excellence: Coursera
