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
Coursera
您将获得的技能: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Preprocessing, Tidyverse (R Package), Data Management
状态：预览Politecnico di Milano
您将获得的技能: Health Policy, Economics, Policy, and Social Studies, Crisis Management, Environmental Monitoring, Policty Analysis, Research, and Development, Emergency Response, Spatial Data Analysis, Socioeconomics, Geographic Information Systems, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Modeling, Finance, Network Analysis, Data Collection, Stakeholder Engagement
状态：免费试用您将获得的技能: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Import/Export, Scripting, Data Manipulation, File Management, Data Validation, Software Installation
状态：新状态：免费试用Microsoft
您将获得的技能: Performance Tuning, Software Testing, Unit Testing, Application Programming Interface (API), Software Documentation, Web Applications, Test Driven Development (TDD), Node.JS, Debugging, Maintainability, Javascript, Software Architecture, JSON, Real Time Data, Data Transformation
状态：免费试用您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
状态：免费试用您将获得的技能: 招聘, 专业发展, 数据叙事, 专业网络, 分析技能, LinkedIn, 商务写作, 建立关系, 数据分析, 演讲, 面试技巧, 投资组合管理
状态：新状态：预览您将获得的技能: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
状态：预览Illinois Tech
您将获得的技能: Database Management Systems, Database Design, Database Architecture and Administration, Database Application, Relational Databases, SQL, Data Modeling, Query Languages, Data Integrity, Data Manipulation, Data Security
状态：预览University of California, Davis
您将获得的技能: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis
状态：免费试用您将获得的技能: Generative AI, Responsible AI, Exploratory Data Analysis, AI Enablement, Data-Driven Decision-Making, Artificial Intelligence, Pandas (Python Package), Automation, Data Cleansing, Data Preprocessing, Data Visualization Software, Descriptive Statistics, Data Validation
状态：免费试用University at Buffalo
您将获得的技能: 统计过程控制, 数据伦理, 数据收集, 数据叙事, Minitab, 数据展示, 根源分析, 精益方法, 数据驱动的决策制定, 数据可视化软件, 业务过程, 商业分析, 六西格玛方法, 流程改进, 数据分析, 数据扫盲, 过程分析, 流程制图, 分析, Tableau 软件
状态：免费试用Johns Hopkins University
您将获得的技能: 相关性分析, 统计, 应用数学, 微积分, 分析技能, 制图, R（软件）, 几何学, 普通数学, 三角法, 测量系统, 数据分析, 代数, 回归分析, 数学建模
总之，以下是 10 最受欢迎的 data cleaning 课程
- Joining Data in R using dplyr: Coursera
- Data science perspectives on pandemic management: Politecnico di Milano
- Python for Data Analysis and Automation: Packt
- JavaScript Data and Applications: Microsoft
- Data Collection and Root Cause Analysis: SkillUp
- 数据分析师职业指南和面试准备: IBM
- Agentic AI Content for Practitioners (Teams: Data): Coursera
- Data Modeling and Applications: Illinois Tech
- Hands-on Data Centric Visual AI: University of California, Davis
- Transforming Exploratory Data Analysis with AI: Coursera
