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Meta
您将获得的技能: 数据持久性, 数据库管理, 移动开发, API 设计, 安卓开发, JSON, 还原式 API, Kotlin, SQL, 数据库, 网络应用, Android Studio
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Integration, Databases, Data Warehousing, Data Import/Export, Data Migration, Data Manipulation, Data Mapping, Software Installation, Data Transformation, Version Control
状态：免费试用您将获得的技能: Data Visualization, Web Scraping, SQL, Data Visualization Software, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Jupyter, Data Wrangling, Data Cleansing, Data Structures
状态：预览Association of International Certified Professional Accountants
您将获得的技能: 商业智能, 数据战略, 非结构化数据, 数据扫盲, 商业分析, 项目范围界定, 数据驱动的决策制定, 数据管理, Data Management, 数据分析, 项目实施, 分析, 财务数据
状态：免费试用您将获得的技能: Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Data Governance, Data Ethics, Data Loss Prevention, Security Controls, Regulatory Compliance, Compliance Management, Compliance Training, Data Integrity, Security Strategy, Regulatory Requirements, Incident Response
状态：免费试用MathWorks
您将获得的技能: 探索性数据分析, 预测建模, 数据清理, 非结构化数据, 数据处理, Matlab, 文本挖掘, 绘图（图形）, 数据预处理, 数据操作, 降维, 数据整合, 数据可视化, 功能工程, 图像分析, 自然语言处理
状态：免费试用您将获得的技能: Data Engineering, Database Management, Databases, Data Pipelines, Change Control, DevOps, CI/CD, Command-Line Interface, Version Control, System Monitoring, Continuous Monitoring, Data Analysis
状态：免费试用您将获得的技能: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Data Preprocessing, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cost Control, Cloud Computing, Spreadsheet Software, Excel Formulas, Predictive Modeling
状态：新状态：免费试用Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Presentation, Matplotlib, Analytics, Probability Distribution, Data Processing, Statistical Methods, Exploratory Data Analysis, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: Service Level, Acceptance Testing, Database Management, Software Engineering, Web Applications, Performance Testing, Scalability, Microservices, Software Architecture, Data Architecture, Distributed Computing, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Prototyping, Predictive Modeling, Big Data
状态：新状态：免费试用您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
您将获得的技能: Microsoft PowerPoint, Presentations, Data Visualization, Sales Presentation, Data Visualization Software, Interactive Data Visualization, Data Storytelling, Drive Engagement, Business Process
总之，以下是 10 最受欢迎的 data cleaning 课程
- 在 Android 中处理数据: Meta
- Talend Data Integration: Build & Automate Workflows: EDUCBA
- Applied Data Analytics with Python and SQL: Edureka
- 会计专业人员数据分析入门: Association of International Certified Professional Accountants
- Data Privacy and Protection Standards: Coursera
- 使用 MATLAB 进行数据处理和特征工程: MathWorks
- Advanced Data Engineering with Snowflake: Snowflake
- Mastering Power BI for Data Analytics & Storytelling: Edureka
- Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
- Software Architecture for Big Data: University of Colorado Boulder
