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：新状态：免费试用Google
您将获得的技能: Data Wrangling
状态：免费试用您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
状态：免费试用您将获得的技能: Data Ethics, Data Analysis, Data Literacy, Data Security, Google Sheets, Databases, Data Storage, Data Quality, Data Management, Data Collection, SQL, Data Import/Export, Metadata Management, Unstructured Data
状态：免费试用Microsoft
您将获得的技能: 商业智能, 数据清理, 数据分析, Data Validation, 数据存储, Power BI, 数据整合, 摘录, 数据存储技术, 数据质量, 数据转换
状态：新状态：免费试用您将获得的技能: Data Integrity, Data Cleansing, Data Quality, Data Validation, Sample Size Determination, Sampling (Statistics), Data Analysis, Statistics, Statistical Analysis
状态：免费试用University of Colorado System
您将获得的技能: SQL, 数据建模, 关系数据库, 健康信息学, 数据整合, 数据库设计, 临床数据管理, 数据仓库, 摘录, 数据质量, 数据转换
状态：新状态：免费试用Macquarie University
您将获得的技能: Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Threat Modeling, Vulnerability Assessments, Cybersecurity, Vulnerability, Data Ethics, General Data Protection Regulation (GDPR), Cyber Risk, Data Governance, Data Encryption Standard, Security Management, Security Software, Compliance Management, Risk Management, Data Access, Security Strategy, NIST 800-53
状态：新状态：免费试用Google
您将获得的技能: Data Ethics, Data Quality, Data Sharing, Information Privacy, Data Analysis, Informed Consent
状态：新Google Cloud
您将获得的技能: Data Governance, Data Management, Data Architecture, Data Quality, Data Strategy, Information Management, Metadata Management, Governance, Data Security, Identity and Access Management
状态：预览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 Architecture, Data Security, Personally Identifiable Information, Data Warehousing, Data Quality, General Data Protection Regulation (GDPR), Fraud detection
状态：免费试用您将获得的技能: Microsoft Copilot, Data Quality, Anomaly Detection, Data Ethics, Generative AI, Data Pipelines, Data Cleansing, Data Synthesis, Data Validation, Data Processing, Responsible AI, Data Transformation, Natural Language Processing, Prompt Engineering
状态：预览您将获得的技能: Data Governance, Governance, Data Management, Compliance Management, Data Architecture, General Data Protection Regulation (GDPR), Data Strategy, Regulatory Compliance, Data Security, Cloud Security, Metadata Management, Information Management, Regulatory Requirements, Data Integrity, Data Quality, Data Access, Cloud Computing, Risk Management
总之，以下是 10 最受欢迎的 data cleaning 课程
- Clean Your Data: Google
- Foundations: Data, Data, Everywhere: Google
- Prepare Data for Exploration: Google
- 在 Power BI 中提取、转换和加载数据: Microsoft
- The Importance of Integrity: Google
- 临床数据模型和数据质量评估: University of Colorado System
- Cyber Security: Data Security and Information Privacy: Macquarie University
- Data Responsibility: Google
- Data Governance with Dataplex Universal Catalog: Google Cloud
- Data Governance with Databricks: Whizlabs
