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: Data Warehousing, Data Integration, Database Administration, SQL, Relational Databases, Data Analysis, Exploratory Data Analysis, Google Analytics
Google Cloud
您将获得的技能: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning
状态：预览Coursera
您将获得的技能: 生成式人工智能, 卷积神经网络, 计算机视觉, 云部署, Prompt Engineering, 分类算法, 图像分析, 模型部署
状态：免费试用Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 商业分析, 数据处理, 数据清理, 探索性数据分析, 数据驱动的决策制定, 数据分析, Pandas（Python 软件包）, 关系数据库, 分析, SQL, 数据操作, Python 程序设计, 数据可视化软件, 数据叙事, 分析技能, 数据可视化, 摘录, 数据质量, 商业智能
状态：免费试用University at Buffalo
您将获得的技能: 运行效率, 精益方法, 案例研究, 数据驱动的决策制定, 根源分析, 卓越运营, 数据伦理, 分析, 流程改进, 物联网, 六西格玛方法, 数据分析, 产品质量（QA/QC）, 数据质量, 质量管理系统, 数据安全, 数据扫盲
状态：新状态：预览您将获得的技能: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation
状态：新状态：免费试用您将获得的技能: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Interactive Data Visualization, Analytical Skills, Research Design, Market Dynamics, Data Analysis, Data Visualization Software, Statistical Reporting, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计假设检验, 定量研究, 抽样（统计）, 数据伦理, 统计, 统计方法, 统计推理, 样本量的确定, 统计分析, 概率与统计
状态：免费试用University of Maryland, College Park
您将获得的技能: Digital Transformation, Business Transformation, Customer experience strategy (CX), Data Strategy, Applied Machine Learning, Business Modeling, Analytics, Organizational Change, Machine Learning Software, Technology Strategies, Business Analytics, Customer Insights, Innovation, Organizational Strategy, Machine Learning, Business Strategy, Workforce Development, Strategic Decision-Making, Forecasting, Competitive Analysis
状态：免费试用University of Colorado System
您将获得的技能: 仪表板, 案例研究, Data Mart, SQL, 数据建模, 数据整合, 数据可视化软件, 数据转换, 数据仓库, 星形模式, PostgreSQL, 微策略, 数据架构, 摘录, 商业智能
状态：免费Princeton University
您将获得的技能: 图论, 理论计算机科学, 计算机编程, Algorithm, 线性代数, 计算思维, Java 编程, 数据结构, 运筹学, Networking 路由器
总之，以下是 10 最受欢迎的 data cleaning 课程
- Creating a Data Warehouse Through Joins and Unions: Google Cloud
- Data Analysis with the FraudFinder Workshop: Google Cloud
- Landing.AI 入门：构建数据可视化人工智能模型: Coursera
- Linear Algebra for Data Science Using Python: Howard University
- 商业探索性数据分析工具: University of Illinois Urbana-Champaign
- 应用分析和决策数据: University at Buffalo
- SQL in Action: Querying, Aggregating, and Joining Data: Coursera
- Market Research Methods and Data Analysis Certificate: Coursera
- 数据科学应用中的统计推断和假设检验: University of Colorado Boulder
- Transforming with Data Analytics and Organization: University of Maryland, College Park
