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
University of California San Diego
您将获得的技能: Python 程序设计, Apache Hadoop, 数据分析, PySpark, 数据基础设施, 数据处理, 数据存储, 大数据, 数据科学, 分布式计算, 可扩展性, 性能调整, Apache Spark
状态：新状态：免费试用您将获得的技能: Responsible AI, Data Ethics, Organizational Strategy, AI Enablement, Artificial Intelligence, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Ethics, Technology Roadmaps, Data Governance, Enterprise Architecture, Organizational Structure, Strategic Prioritization, Scalability, Risk Analysis, Business Risk Management
状态：免费试用您将获得的技能: Python 程序设计, Scikit-learn （机器学习库）, 降维, 监督学习, 模型评估, 机器学习, 回归分析, 决策树学习, 预测建模, 应用机器学习, 功能工程, 分类算法, 无监督学习, 逻辑回归
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 技术交流, 数据共享, 统计分析, 探索性数据分析, 版本控制, Knitr, Rmarkdown, R 语言程序设计（中文版）, Data Validation, 统计报告
状态：免费试用您将获得的技能: Multimodal Prompts, Prompt Engineering, Responsible AI, Context Management
状态：免费试用您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines
状态：新状态：免费试用您将获得的技能: Web Analytics, Customer Engagement, Technical Communication, Campaign Management, Analysis, Strategic Marketing, Performance Metric, Business Metrics, Data-Driven Decision-Making, Descriptive Analytics, Stakeholder Communications
状态：新状态：预览Board Infinity
您将获得的技能: Customer Analysis, Campaign Management, Digital Advertising
状态：免费试用University of California, Davis
您将获得的技能: 交互式数据可视化, 热图, 数据可视化软件, 数据分析, Tableau 软件, 探索性数据分析, 数据叙事, 预测分析, 高级分析, 数据映射, 制图, 数据可视化, 地理空间制图, 预测, 散点图, 柱状图, 透视表和图表
状态：新状态：免费试用您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
状态：新状态：免费试用您将获得的技能: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
状态：新状态：免费试用Coursera
您将获得的技能: Google Analytics, Web Analytics and SEO, Search Engine Optimization, Web Analytics, Content Performance Analysis, Keyword Research, Prioritization, Data Import/Export, Workflow Management, Content Strategy, Data Integration, User Research, Performance Metric
与 data cleaning 相关的搜索
总之，以下是 10 最受欢迎的 data cleaning 课程
- Hadoop 平台和应用框架: University of California San Diego
- Align AI: Ethics, Strategy & Excellence: Coursera
- 使用 Python 进行机器学习: IBM
- 可重复研究: Johns Hopkins University
- Start Writing Prompts like a Pro: Google
- Mastering Advanced Pivot Tables in Excel: Packt
- Compare User Behavior with Segments: Coursera
- Google Analytics Hacks: Boost Your Marketing Performance: Board Infinity
- 使用 Tableau 进行可视化分析: University of California, Davis
- Optimize AI: Build Reusable Model Pipelines: Coursera
