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: Dataflow, Data Pipelines, Debugging, Google Cloud Platform, System Monitoring, Data Integrity, CI/CD, Data Processing, Unit Testing, Performance Tuning, Disaster Recovery
状态：新状态：免费试用您将获得的技能: File I/O, Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Object Oriented Design, Software Design Patterns, Programming Principles, Data Persistence, Algorithms, Simulations
状态：新状态：免费试用您将获得的技能: Data Processing, Data-Driven Decision-Making, NumPy
状态：预览您将获得的技能: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Matplotlib, Pandas (Python Package), Scikit Learn (Machine Learning Library), Machine Learning Algorithms
您将获得的技能: 生成式人工智能, 数据分析, 自然语言处理, Matplotlib, Pandas（Python 软件包）, 数据操作, Prompt Engineering, ChatGPT, 数据可视化软件, Python 程序设计, 数据可视化, Seaborn, OpenAI 应用程序接口
状态：免费试用Google Cloud
您将获得的技能: Data Governance, 应用编程接口 (API), 大数据, 数据湖, NoSQL, 数据库管理, 云存储, 数据访问, 数据质量, 数据整合, 数据仓库, 性能调整, Query 语言, 元数据管理, 数据管理, Data Management, 数据架构, 星形模式
状态：免费试用您将获得的技能: Object Oriented Programming (OOP), Java Programming, Java, Object Oriented Design, Data Structures, Debugging
状态：新状态：免费试用您将获得的技能: Microservices, API Gateway, Scalability, Systems Architecture, Software Architecture, Data Management, Distributed Computing, Databases, API Design, Restful API, Software Design Patterns, NoSQL, GraphQL, Event-Driven Programming
状态：免费试用您将获得的技能: Software Design Patterns, Computational Thinking, Software Design, Algorithms, Program Development, Software Development, Data Structures, Problem Solving, Computer Science, Machine Learning Methods
您将获得的技能: Data Presentation, Verbal Communication Skills, Presentations, Dashboard, Infographics, Storytelling, Data Visualization Software, Persuasive Communication, Communication, Non-Verbal Communication, Target Audience, Decision Making
状态：新状态：免费试用您将获得的技能: User Research, UI/UX Research, Prototyping, Design Research, User Experience, User Experience Design, User Interface and User Experience (UI/UX) Design, Persona (User Experience), Artificial Intelligence, Experience Design, User Centered Design, Prompt Patterns, User Interface (UI), Design, Design Thinking, User Interface (UI) Design, Wireframing, Presentations, Responsible AI, Professional Development
状态：免费试用您将获得的技能: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, R Programming, Python Programming
总之，以下是 10 最受欢迎的 data cleaning 课程
- Serverless Data Processing with Dataflow: Operations en Español: Google Cloud
- Advanced C++ Features and Data Structures: Packt
- Seaborn Setup: Tools, Data Prep & EDA for Visualization: EDUCBA
- Regression & Forecasting for Data Scientists using Python: EDUCBA
- 使用 OpenAI API 实现数据可视化：使用 GenAI 生成代码: Coursera
- 云中的数据管理和存储: Google Cloud
- OOP concepts, Collections and Data Structures: Packt
- Microservices Design, Communication, and Data Handling: Packt
- Data Structures and Algorithms: Merge Sort: Scrimba
- Data Storytelling - From Insight to Impact: Packt
