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: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
状态：免费试用Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Serverless Computing, Identity and Access Management, Data Infrastructure, Cloud Security, Cloud Computing, Data Integrity, Performance Tuning, CI/CD, Data Processing, Debugging, Real Time Data, System Monitoring, Data Storage Technologies, Unit Testing, Containerization, Interoperability, File I/O, Data Transformation
您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Microsoft 365, Data Analysis Expressions (DAX), Analysis
状态：免费试用您将获得的技能: Data Import/Export, Data Visualization Software, Data Visualization, Extract, Transform, Load, Histogram, Data Transformation, Apache Kafka, JSON, Amazon S3, MySQL, SQL
状态：新状态：免费试用您将获得的技能: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, NumPy, Python Programming
状态：免费试用Meta
您将获得的技能: 数据持久性, 应用编程接口 (API), Network Protocol（网络协议, 移动开发, Authentication, 还原式 API, JSON, 数据建模, 应用程序开发, 苹果 iOS, Swift 编程, 核心数据（软件）
状态：新您将获得的技能: Data Visualization, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Trend Analysis
状态：免费试用University of London
您将获得的技能: C++（编程语言）, 面向对象编程（OOP）, 面向对象设计, 数据结构, 数据建模, 编程原则, 文件输入/输出, C 和 C++
状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Data Storytelling, Analytics, Excel Formulas, Predictive Modeling, Anomaly Detection, Python Programming, Machine Learning
状态：免费试用您将获得的技能: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计, 统计方法, 数据扫盲, 抽样（统计）, 理论计算机科学, 应用数学, 概率分布, 统计分析, 统计推理, 人工智能, 概率与统计
状态：新状态：免费试用您将获得的技能: Apache Hive, Big Data, JSON, Case Studies, Economics, Policy, and Social Studies, Apache Hadoop, People Analytics, Policty Analysis, Research, and Development, Analytics, Data Analysis, Social Sciences, Data-Driven Decision-Making, Data Preprocessing, Data Processing, Business Analytics, Data Transformation, Query Languages, Debugging, Demography
总之，以下是 10 最受欢迎的 data cleaning 课程
- Essential Causal Inference Techniques for Data Science: Coursera
- Serverless Data Processing with Dataflow: Google Cloud
- Data calculations in Microsoft Excel: Coursera
- Learn Data Integration and Visualization with Elasticsearch: Packt
- Advanced Data Visualization with Matplotlib Mastery: EDUCBA
- 在 iOS 中处理数据: Meta
- PowerPoint Data Viz – Business Charting Techniques: Packt
- C++ 编程：类和数据: University of London
- Power BI for Data Science and Analytics: Edureka
- AI Workflow: Data Analysis and Hypothesis Testing: IBM
