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
您将获得的技能: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming
状态：免费试用您将获得的技能: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science
状态：免费试用您将获得的技能: Rmarkdown, R (Software), Data Import/Export, R Programming, Ggplot2, Data Manipulation, Plotly, Data Visualization, Web Scraping, Interactive Data Visualization, Data Visualization Software, Data Cleansing, Data Preprocessing, Data Transformation, Statistical Programming, Programming Principles, Data Structures
状态：新状态：免费Amazon Web Services
您将获得的技能: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
状态：免费试用University of Colorado Boulder
您将获得的技能: 预测建模, 模型评估, 大数据, 数据存储, 分布式计算, 可扩展性, 软件架构, 软件工程, 性能测试, 数据架构, 数据库系统, 性能调整, 微服务
状态：免费试用Johns Hopkins University
您将获得的技能: 微积分, 几何学, 空间数据分析, 数学建模, 积分微积分, 物理学, 矢量数据库, 数学理论与分析, 高等数学, 应用数学
状态：免费试用Dartmouth College
您将获得的技能: C（编程语言）, 计算机编程, 嵌入式系统, Algorithm, 计算机工程, 编程原则, 调试, 系统编程, 计算机编程工具, 嵌入式软件, 数据结构
状态：免费试用Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
状态：免费试用您将获得的技能: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Data Quality, User Provisioning, Performance Tuning
状态：免费试用您将获得的技能: AI Personalization, Marketing Analytics, A/B Testing, Marketing Strategies, Product Marketing, Marketing, Advertising Campaigns, Performance Measurement, Marketing Automation, Generative AI, Target Audience, Google Ads, Predictive Analytics, AI Enablement, ChatGPT, Analytics, Automation
状态：免费试用Vanderbilt University
您将获得的技能: Statistical Methods, Statistical Analysis, Data Visualization, Generative AI, Statistical Hypothesis Testing, Data Presentation, Data Storytelling, Box Plots, Data Analysis, Plot (Graphics), Data-Driven Decision-Making, Statistics, Technical Communication, Statistical Inference, Graphing
状态：免费试用Duke University
您将获得的技能: Data-Driven Decision-Making, Strategic Decision-Making, Business Analytics, Business Intelligence, Analytics, Data Literacy, Decision Making, Forecasting, Data Science, Operational Analysis, Data Analysis, Market Intelligence, Predictive Analytics, Artificial Intelligence
总之，以下是 10 最受欢迎的 data cleaning 课程
- Crash Course on Interactive Data Visualization with Plotly: Coursera
- Visualizing Data & Communicating Results in R with RStudio: Codio
- Foundations of R Programming and Basic Data Manipulation: Packt
- SageMaker Unified Studio Foundations for Data Analytics: Amazon Web Services
- 大数据软件架构模式: University of Colorado Boulder
- 数据与建模微积分矢量微积分: Johns Hopkins University
- C 语言编程：高级数据类型 - 5: Dartmouth College
- From Data to Decisions: Making Predictions with AI: Vanderbilt University
- Advanced Data Management in Azure Databricks: Packt
- GenAI for Product Marketers: Data-Driven Campaigns: Coursera
