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：免费试用您将获得的技能: Dashboard, Power BI, Data Presentation, Data Visualization Software, Data Storytelling, Data Visualization, Interactive Data Visualization, Advanced Analytics, Data Analysis, Business Intelligence, Statistical Reporting
状态：免费您将获得的技能: Data Management, Data Loss Prevention, Data Security, Google Cloud Platform, Personally Identifiable Information, Big Data, Identity and Access Management
状态：免费试用Johns Hopkins University
您将获得的技能: 空间数据分析, 数据分析, 微积分, 机械, 数值分析, 数学建模, 积分微积分, 几何学, 工程计算, 物理学, 数据整合, 应用数学, 衍生产品, 数学理论与分析, 概率, 矢量数据库, 高等数学
状态：免费试用Microsoft
您将获得的技能: 机器学习, 探索性数据分析, 微软 Azure, 数据处理, 数据转换, MLOps（机器学习 Operator）, 数据库, 大数据, 回归分析, 模型评估, 机器学习软件, PySpark, Apache Spark, 分布式计算, 深度学习, 模型部署
状态：新状态：免费试用您将获得的技能: Responsible AI, Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Model Evaluation, Data Literacy, No-Code Development, Business Analytics, Data Science, Business Analysis, Model Deployment, Applied Machine Learning, Data Ethics, Data Capture, MLOps (Machine Learning Operations), Machine Learning, Data Analysis, Predictive Modeling, Data Visualization
状态：免费试用Duke University
您将获得的技能: 数据分析, 同行评审, 损益（P&L）管理, 风险分析, 数据可视化软件, 财务分析, 微软Excel, 业务过程, SQL, Tableau 软件, MySQL, 房地产, 物业管理, 分析, 演讲, 金融建模
University of Colorado Boulder
您将获得的技能: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution, Calculus
状态：免费试用您将获得的技能: Apple iOS, Swift Programming, Mobile Development, UI Components, Animations, Apple Xcode, Data Storage, Cloud Storage, Responsive Web Design, User Interface (UI), Human Computer Interaction, Data Modeling
状态：新状态：免费试用您将获得的技能: Matplotlib, Data Preprocessing, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Histogram, Data Analysis, Scatter Plots, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Software Installation
您将获得的技能: Data Management, Microsoft Azure, Real Time Data, Metadata Management, Data Architecture, Event-Driven Programming, Personally Identifiable Information, Operational Databases, Identity and Access Management, Power BI, Data Modeling, Security Controls, Role-Based Access Control (RBAC), Database Architecture and Administration, Analytics, Azure Active Directory, System Monitoring, Enterprise Architecture, Taxonomy, Hybrid Cloud Computing
您将获得的技能: SQL, Business Intelligence, Data Presentation, Business Analysis, Data Analysis, Query Languages, Databases
状态：新状态：免费试用您将获得的技能: Oracle Databases, Oracle SQL Developer, Performance Tuning, Database Management, Database Architecture and Administration, Database Administration, PL/SQL, Relational Databases, Patch Management, Data Integrity, SQL, Data Import/Export, Data Storage Technologies, User Accounts, Disaster Recovery
总之，以下是 10 最受欢迎的 data cleaning 课程
- Analysis and Visualization of Data with Power BI: Microsoft
- Enabling Sensitive Data Protection Discovery for BigQuery: Google Cloud
- 通过数据和建模进行积分计算: Johns Hopkins University
- 使用 Azure Databricks 执行数据科学: Microsoft
- No-Code Machine Learning and Data Science for Everyone: LearnQuest
- 提高房地产管理利润：利用数据分析: Duke University
- Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
- Advanced Navigation and Data Handling: Packt
- Matplotlib with Python: E-commerce Data Visualization: EDUCBA
- Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
