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: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Responsible AI, Data Processing, Debugging, Microsoft Excel, Automation, Data Transformation, Artificial Intelligence, Data Analysis, SQL, Natural Language Processing
状态：新状态：预览您将获得的技能: Salesforce, Data Mapping, Advanced Analytics, Data Integration
您将获得的技能: Javascript, Programming Principles, Computer Programming, Web Development, Application Development
状态：免费试用您将获得的技能: SQL, Database Design, Database Management, Data Analysis, Database Architecture and Administration, Data Cleansing, Data Transformation, Data Manipulation, Query Languages, Analytics, GitHub, Data Integration, AI Enablement, Git (Version Control System), Performance Tuning
Google Cloud
您将获得的技能: Model Deployment, Fraud detection, Feature Engineering, Exploratory Data Analysis, Model Evaluation, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Jupyter, Data Analysis, Data Preprocessing, Machine Learning
状态：预览您将获得的技能: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Performance Metric, Data Analysis, Agile Methodology, Project Management, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, R Programming, Data Visualization
状态：免费试用Howard University
您将获得的技能: Data Wrangling, Linear Algebra, Regression Analysis, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Data Visualization, Applied Mathematics, Data Preprocessing, Statistical Modeling, Jupyter, Data Analysis, Machine Learning Methods, Mathematical Modeling, Algebra, Exploratory Data Analysis, Python Programming, Model Evaluation, Statistical Analysis
状态：新状态：免费试用您将获得的技能: Databases, Data Manipulation
状态：免费试用Macquarie University
您将获得的技能: 创新, 仪表板, 预测建模, 商业分析, 时间序列分析和预测, 相关性分析, 数据驱动的决策制定, 预测, 商业道德, 统计, SAS（软件）, 数据分析, 分析技能, 趋势分析, 可持续商业, 柱状图, 商业智能
状态：免费试用University of Michigan
您将获得的技能: 回归分析, 散点图, 数据清理, 相关性分析, Matplotlib, 数据分析, Pandas（Python 软件包）, 数据预处理, R 语言程序设计（中文版）, 描述性统计, Python 程序设计, 统计推理, 统计分析
状态：免费您将获得的技能: Database Design, MySQL Workbench, MySQL, Relational Databases, SQL, Database Management, Data Manipulation, Data Migration, User Acceptance Testing (UAT), Scalability
状态：免费试用The State University of New York
您将获得的技能: Facility Management, Event Management, Legal Risk, Contract Management, Calendar Management, Performance Analysis, Hospitality and Food Services, Facility Operations, Event Planning, Business Analytics, Analytics, Data Management, Data-Driven Decision-Making, Scheduling, Community Outreach, Workforce Management, Event Marketing, Data Analysis, Law, Regulation, and Compliance, Regulation and Legal Compliance
总之，以下是 10 最受欢迎的 data cleaning 课程
- Coding and Automation for Data Analysis with Generative AI: Microsoft
- Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
- Javascript for Beginners: Primitive Data Types: Coursera
- SQL for Data Science (and Version Control with GitHub): Coursera
- Data Analysis with the FraudFinder Workshop: Google Cloud
- Data and Machine Learning for Technical Product Managers: Coursera
- Linear Algebra for Data Science Using Python: Howard University
- Oracle SQL 21c Mastery: Apply, Analyze & Manage Data: EDUCBA
- 商业智能和数据分析：产生洞察力: Macquarie University
- 体育分析基础：体育运动中的数据、表示和模型: University of Michigan
