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：新状态：免费试用您将获得的技能: Microsoft Excel, Dashboard, Data Visualization, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Performance Analysis, Automation
状态：预览Icahn School of Medicine at Mount Sinai
您将获得的技能: 机器学习, 应用编程接口 (API), 交互式数据可视化, 数据分析, 数据处理, 数据整合, 大数据, 元数据管理, 无监督学习, 还原式 API, 监督学习, 生物信息学
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 应用编程接口 (API), 数据收集, JSON, 数据操作, 数据转换, 数据处理, 数据结构, 数据持久性, 网页抓取, 还原式 API
状态：免费您将获得的技能: PySpark, Apache Spark, Data Visualization Software, Data Analysis, Exploratory Data Analysis, Data Cleansing, Data Processing, Data Manipulation, Big Data, Jupyter, Pandas (Python Package), People Analytics
状态：预览Stanford University
您将获得的技能: 统计假设检验, 探索性数据分析, 数据分析, 概率分布, 定量研究, 统计方法, 描述性统计, 回归分析, 统计, 抽样（统计）, 统计推理, 统计建模, 统计分析, 概率
状态：免费试用您将获得的技能: PySpark, Apache Spark, Apache Hadoop, Data Pipelines, Big Data, Data Storage Technologies, Data Processing, Distributed Computing, Data Analysis Expressions (DAX), Data Storage, Data Transformation, SQL, Data Manipulation, Performance Tuning
状态：免费试用Saïd Business School, University of Oxford
您将获得的技能: Financial Inclusion, Responsible AI, Data Ethics, Data Governance, FinTech, Financial Data, AI Personalization, Law, Regulation, and Compliance, Mobile Banking, Data Sharing, Financial Regulation, Payment Systems, Financial Services, Open Source Technology, Finance, Governance, Business Ethics, Human Centered Design, Product Design, Application Programming Interface (API)
状态：免费试用您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization, Data Visualization Software, Storytelling, Infographics, Data Literacy, Data Integrity, Data Analysis, Drive Engagement, Storyboarding, Microsoft Excel, Design Elements And Principles
状态：免费试用Google Cloud
您将获得的技能: JSON, 数据流, 数据转换, 数据处理, 数据管道, 实时数据, 文件输入/输出, SQL, Jupyter, 性能调整
状态：免费试用Universidad Nacional Autónoma de México
您将获得的技能: Digital Signal Processing, Musical Composition, Music, Music Theory, Performance Tuning, Data Import/Export, Programming Principles, Interoperability, Development Environment, File I/O
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 统计假设检验, 统计编程, 贝叶斯统计, 抽样（统计）, 统计, 统计可视化, Matplotlib, 回归分析, 模型评估, 统计方法, 数据可视化软件, 统计机器学习, 统计分析, 统计推理, 统计建模, 数据可视化, 统计软件, Jupyter, 概率与统计
状态：新您将获得的技能: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Data Governance, Law, Regulation, and Compliance, Incident Response, Regulatory Compliance, Data Security, Compliance Management, Accountability, Data Processing, Data Sharing, Informed Consent
总之，以下是 10 最受欢迎的 data cleaning 课程
- Highlight Data with Excel Conditional Formatting: Coursera
- 利用 BD2K-LINCS 数据协调和集成中心进行大数据科学研究: Icahn School of Medicine at Mount Sinai
- 用 Python 收集和处理数据: University of Michigan
- PySpark Foundations: Process, analyze, and summarize data: Coursera
- 统计入门: Stanford University
- PySpark in Action: Hands-On Data Processing: Edureka
- Open Data and Intelligent Finance: Saïd Business School, University of Oxford
- Unlocking Business Insights through Storytelling with Data: Coursera
- 使用数据流进行无服务器数据处理：开发管道: Google Cloud
- Audio digital con Pure Data: Universidad Nacional Autónoma de México
