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: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Import/Export, Scripting, Data Manipulation, File Management, Data Validation, Software Installation
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：免费试用您将获得的技能: Dashboard, Data Storytelling, Tableau Software, Peer Review, Data Visualization Software, Presentations, Data Visualization, Interactive Data Visualization, Data Cleansing, Business Intelligence, Real Time Data, Data Manipulation, Transact-SQL, Data Quality, Data Transformation, Data Preprocessing, Data Validation, Data Sharing, Data Integration, Data Analysis
状态：免费试用Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Generative AI, Statistical Methods, Data Literacy, Statistical Analysis, Statistical Reporting, Data-Driven Decision-Making, Correlation Analysis, Technical Communication, Data Visualization, Probability & Statistics, Data Analysis, Exploratory Data Analysis, Scatter Plots, Descriptive Statistics, Statistical Hypothesis Testing, Predictive Analytics, Data Storytelling, Box Plots
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
状态：免费试用IBM
您将获得的技能: 数据清理, 探索性数据分析, 数据展示, 电子表格软件, 数据可视化软件, 微软Excel, 仪表板, 分析技能, 透视表和图表, 数据可视化, 数据分析, IBM Cognos 分析
状态：免费试用Banco Interamericano de Desarrollo
您将获得的技能: Data Storytelling, Data Visualization, Data Governance, Data Collection, Process Improvement, Data Strategy, Process Mapping, Performance Improvement, Data Visualization Software, Data Management, Agile Project Management, Business Intelligence, Data Infrastructure, Data-Driven Decision-Making, Organizational Effectiveness, Organizational Leadership, Business Leadership, Data Literacy, Data Analysis, Business Analytics
状态：免费试用University of Michigan
您将获得的技能: Data Literacy, Statistical Hypothesis Testing, Scientific Methods, Data Analysis, Experimentation, Research Design, Research, Peer Review, Probability & Statistics, Statistical Inference, Statistical Methods, Media and Communications
状态：免费试用Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
状态：免费试用Cloudera
您将获得的技能: 数据管理, 数据库, 关系数据库, 数据存储, 数据仓库, 大数据, SQL, 数据库系统, 数据分析, 数据库设计, Virtual Machine, NoSQL, Operator 数据库
Google Cloud
您将获得的技能: Big Data, Analytics, Query Languages, Google Cloud Platform, Data Processing, Data Analysis, Data Integration, Time Series Analysis and Forecasting
状态：免费试用您将获得的技能: Data Storytelling, Data Visualization, Matplotlib, Plotly, Scientific Visualization, Seaborn, Exploratory Data Analysis
总之，以下是 10 最受欢迎的 data cleaning 课程
- Python for Data Analysis and Automation: Packt
- 数据分析师职业指南和面试准备: IBM
- Tableau Data Analyst Certification Preparation: SkillUp
- From Data To Decision With AI: Vanderbilt University
- 通过数据和建模进行微积分预习: Johns Hopkins University
- 数据分析和可视化基础评估: IBM
- Organizaciones data-driven: principios y prácticas: Banco Interamericano de Desarrollo
- How Science Turns Data Into Knowledge: University of Michigan
- Data Visualization and Modeling in Python: Duke University
- 使用 SQL 进行大数据分析的基础知识: Cloudera
