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
Google Cloud
您将获得的技能: Data Cleansing, Data Validation, Spreadsheet Software, Data Quality, Data Manipulation, Data Analysis, Data Analysis Software
状态：新状态：免费试用您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
状态：免费试用Duke University
您将获得的技能: 命令行界面, 数据操作, Linux 命令, 数据处理, Unix 命令, Unix Shell, 外壳脚本, 脚本语言, Linux 管理, 脚本, 文件管理, 数据管理, Data Management, 开发环境, Linux, Unix, 远程访问ibility 系统, 文件系统, Bash（脚本语言）
状态：免费试用Corporate Finance Institute
您将获得的技能: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Dashboard, Data Transformation, Data Analysis, Excel Formulas, Data Visualization Software, Data Presentation, Data Manipulation, Business Intelligence, Data Cleansing
状态：免费试用您将获得的技能: Tableau Software, Data Transformation, Data Integration, SQL Server Integration Services (SSIS), Data Visualization Software, Relational Databases, Data Management, Advanced Analytics, Data Manipulation, Data Analysis, Data Cleansing, Business Intelligence, Forecasting
状态：新状态：免费试用您将获得的技能: PySpark, Apache Spark, Model Evaluation, MySQL, Data Pipelines, Scala Programming, Extract, Transform, Load, Logistic Regression, Customer Analysis, Apache Hadoop, Predictive Modeling, Applied Machine Learning, Data Processing, Data Persistence, Advanced Analytics, Big Data, Apache Maven, Unsupervised Learning, Apache, Python Programming
您将获得的技能: Data Storytelling, Customer Analysis, Data Integration, Interactive Data Visualization, Dashboard, Data Visualization, Data Analysis, Customer Insights, Data-Driven Decision-Making, Data Analysis Software, Exploratory Data Analysis, Presentations, Analytics, Technical Communication, Data Visualization Software, Data Import/Export
状态：新状态：预览University of Leeds
您将获得的技能: General Science and Research, Analytical Skills, Data Science, Communication, Technical Communication, Record Keeping, Critical Thinking, Technical Writing
状态：免费试用您将获得的技能: Pandas (Python Package), Data Import/Export, Matplotlib, Pivot Tables And Charts, Jupyter, Data Visualization Software, Data Visualization, Microsoft Excel, Data Analysis, Text Mining, Data Manipulation, Data Cleansing, NumPy, Data Analysis Software, Data Wrangling, Time Series Analysis and Forecasting, Python Programming, Data Preprocessing, Data Structures, Development Environment
状态：新状态：免费试用您将获得的技能: Information Privacy, General Data Protection Regulation (GDPR), AI Security, Responsible AI, Personally Identifiable Information, Legal Technology, Data Security, Data Ethics, Large Language Modeling, Business Ethics, Data Governance, Prompt Engineering, Cyber Security Strategy, Legal Risk, Data Loss Prevention, Generative AI, Regulatory Compliance, Cybersecurity, Risk Analysis, Governance
状态：免费试用您将获得的技能: Power BI, Data-Driven Decision-Making, Data Analysis, Data Literacy, Business Intelligence, Data Processing, Data Collection, Business Analytics, Data Transformation, Data Visualization Software, Data Management
状态：免费试用University of Pennsylvania
您将获得的技能: 调试, 集成开发环境, 软件设计, 面向对象编程（OOP）, 编程原则, Java 编程, 数据结构, 开发环境, 解决问题, 文件输入/输出, 日蚀（软件）, Java
总之，以下是 10 最受欢迎的 data cleaning 课程
- Validate Data in Google Sheets: Google Cloud
- Data Science Fundamentals Part 1: Unit 1: Pearson
- 面向数据工程的 Linux 和 Bash: Duke University
- Fundamentals of Data Analysis in Excel: Corporate Finance Institute
- Mastering Advanced Data and Analytics Features in Tableau: SkillUp
- Spark and Python for Big Data with PySpark: EDUCBA
- Qlik Sense for Beginners: Analyze and Visualize Data: Coursera
- Data Science: How to Plan Projects, Research and Reflect: University of Leeds
- Data Analysis with Pandas and Python: Packt
- Data Privacy, Ethics, and Responsible AI: Coursera
