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Board Infinity
您将获得的技能: Teradata SQL, SQL, Stored Procedure, Transaction Processing, Query Languages, Performance Tuning, Database Management, Data Manipulation, Data Security, Extract, Transform, Load, Database Architecture and Administration, Data Transformation, Data Storage, Relational Databases, Solution Design, Database Management Systems, Data Import/Export, Database Design, System Implementation, Mainframe Computing
状态：免费试用Politecnico di Milano
您将获得的技能: Data Strategy, Data Ethics, Customer Data Management, Market Opportunities, Data Governance, Data Management, Data-Driven Decision-Making, Big Data, Customer Insights, Personally Identifiable Information, Advertising, Strategic Thinking, Business Transformation, Business Ethics, User Research, Innovation
状态：预览University of London
您将获得的技能: Python 程序设计, 机器学习算法, 数据科学, 数据操作, 描述性统计, 数据分析, 机器学习, Matplotlib, NumPy, Pandas（Python 软件包）, 统计, 概率与统计, 数据可视化, 无监督学习
您将获得的技能: Data Visualization, Data Visualization Software, Data Presentation, Interactive Data Visualization, Infographics, Microsoft Office
您将获得的技能: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming
状态：新您将获得的技能: Microsoft Excel, Excel Formulas, Data Management, Data Analysis, Data Cleansing, Pivot Tables And Charts, Analytical Skills, Data Manipulation, Data Entry, Statistical Analysis, Data Import/Export, Data Quality, Data Visualization Software, Data Validation, Forecasting
状态：免费试用Dartmouth College
您将获得的技能: 系统编程, 调试, C（编程语言）, Algorithm, 嵌入式系统, 计算机工程, 数据结构, 编程原则, 嵌入式软件, 计算机编程, 计算机编程工具
状态：免费试用您将获得的技能: 数据库管理系统, 命令行界面, 数据库, 编程原则, 作业控制语言 (JCL), IBM DB2, 计算机编程, 文件管理, 数据管理, Data Management, 主机计算, COBOL（编程语言）, z/OS, 文件系统, 关系数据库
状态：免费试用您将获得的技能: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
状态：免费试用您将获得的技能: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Data Quality, User Provisioning, Performance Tuning
状态：免费试用LearnQuest
您将获得的技能: 数据收集, 数据伦理, Algorithm, 数据预处理, 机器学习, 人工智能, 模型评估, 社会正义, 预测建模, 负责任的人工智能, 博弈论
状态：新状态：预览Northeastern University
您将获得的技能: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets
总之，以下是 10 最受欢迎的 data cleaning 课程
- Mastering Teradata for Data Warehouse & Analytics: Board Infinity
- Platform Thinking: exploiting data through platforms: Politecnico di Milano
- 数据科学基础：Python 中的 K 均值聚类: University of London
- Mastering Data Visualization in Microsoft PowerPoint: Coursera
- Crash Course on Interactive Data Visualization with Plotly: Coursera
- Data Analytics in Excel Using Real-World Examples: Packt
- C 语言编程：高级数据类型 - 5: Dartmouth College
- IBM COBOL 数据和文件管理: IBM
- Splunk Query Language and Data Analysis: EDUCBA
- Advanced Data Management in Azure Databricks: Packt
