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: Product Lifecycle Management, Product Strategy, Product Management, Product Marketing, Case Studies, Market Data, Organizational Leadership, Market Research, Data-Driven Decision-Making, Cross-Functional Collaboration, Digital Media Strategy, Strategic Thinking, Innovation, Market Analysis, Data Analysis
状态：预览您将获得的技能: Azure Synapse Analytics, Data Warehousing, Power BI, Data Integration, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Database Management, Data Pipelines, Performance Tuning, Data Processing, Data Security, Scalability
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Excel 公式, 商业分析, 数据驱动的决策制定, 散点图, Excel 宏, 数据分析, 数据展示, 数据收集, 分析, 透视表和图表, 会计和财务软件, 微软Excel, 数据可视化软件, 会计系统, 分析技能, Tableau 软件, 数据架构, 数据可视化, 数据扫盲, 预测分析
状态：免费试用University of Michigan
您将获得的技能: Object Oriented Programming (OOP), Software Design, Program Development, Data Structures, Visualization (Computer Graphics), Graphic and Visual Design, Computer Graphics, Creative Design, Python Programming, Algorithms, Linear Algebra, Simulations, Spatial Analysis
状态：预览您将获得的技能: Cloud Storage, Database Management, Cloud Platforms, Role-Based Access Control (RBAC)
Google Cloud
您将获得的技能: Data Import/Export, Data Modeling, Database Management, Google Cloud Platform, SQL, Data Manipulation, Data Analysis, Cloud Computing
状态：免费试用ESSEC Business School
您将获得的技能: 同行评审, 探索性数据分析, 数据驱动的决策制定, 演讲, 数据整合, 解决复杂问题, 数据叙事, 数据分析, 分析技能, 数据可视化, 价值主张
状态：免费试用Microsoft
您将获得的技能: Power BI, 数据处理, 数据管道, 数据库, 数据仓库, 数据湖, 大数据, 分析, 云服务, 数据可视化软件, 微软 Azure, Azure 突触分析, 数据可视化, 数据架构, 商业智能, 数据整合
状态：免费试用Johns Hopkins University
您将获得的技能: 微积分, 数学建模, 几何学, 三角法, 衍生产品, 代数, 应用数学
状态：免费试用您将获得的技能: Dashboard, Salesforce Development, Salesforce, Analytics, Data Import/Export, Data Presentation, Data Analysis, Business Reporting, Data Cleansing, Data Management, Interactive Data Visualization, Data Sharing, Data Validation, Data Security
University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Manipulation, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
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
总之，以下是 10 最受欢迎的 data cleaning 课程
- Product Strategy: Lifecycle, Data Insights, Collaboration: Coursera
- Build A Data Warehouse in Azure: EDUCBA
- 会计数据分析与可视化入门: University of Illinois Urbana-Champaign
- Data Structures for Designers Using Python: University of Michigan
- Snowflake Cloud Data Platform: Getting Started: Edureka
- Loading Data into Google Cloud SQL: Google Cloud
- 顶点课程： 从开放数据中创造价值: ESSEC Business School
- Microsoft Azure 中的现代数据仓库分析: Microsoft
- 通过数据和建模学习微积分：微分规则: Johns Hopkins University
- Salesforce Data Management, Reports, and Dashboards: LearnKartS
