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: Google Sheets, Data Mapping, Data Integration, Database Application, Cloud Applications, No-Code Development, Relational Databases, Google Cloud Platform, Data Management
状态：预览Universidades Anáhuac
您将获得的技能: Cybersecurity, Cyber Attacks, Information Systems Security, Data Security, Malware Protection, Computer Security Awareness Training, Security Controls, Intrusion Detection and Prevention, Vulnerability Assessments, Threat Detection, Network Security, Security Awareness, Encryption
状态：免费您将获得的技能: Data Loss Prevention, AI Security, Gemini, Google Gemini, Generative AI, Personally Identifiable Information, Cloud API, Jupyter, Google Cloud Platform, Cloud Security, Scripting Languages
状态：免费试用Howard University
您将获得的技能: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis, Model Evaluation
状态：免费试用您将获得的技能: SQL, 数据库, 数据分析, MySQL, 数据库管理, 关系数据库, 存储过程, 事务处理, 数据操作, IBM DB2, Query 语言, 数据库系统, Microsoft SQL 服务器
Google Cloud
您将获得的技能: 数据库管理员, MySQL, Google 云端平台, 元数据管理, PostgreSQL, 云 API, 数据挖掘, Microsoft SQL 服务器
状态：免费试用您将获得的技能: Site Reliability Engineering, Google Cloud Platform, Kubernetes, Real Time Data, Database Management, Big Data, Data Infrastructure, Performance Tuning, Continuous Deployment, Data Pipelines, Databases, Containerization, Cloud Applications, Data Processing, DevOps, Scalability, System Monitoring
您将获得的技能: Metadata Management, Data Pipelines, Data Processing, Google Cloud Platform, Data Migration, Cloud Storage, Apache Airflow, Data Lakes, Data Storage, Big Data, Data Infrastructure, Extract, Transform, Load, Apache Spark, IT Automation, Data Management, Data Transformation, Serverless Computing, SQL
Google Cloud
您将获得的技能: Dashboard, Data Sharing, Cloud Computing, Big Data, Data Access, Google Cloud Platform, Data Visualization, Data Management
状态：预览您将获得的技能: Network Troubleshooting, Network Security, OSI Models, Network Monitoring, Network Architecture, Computer Networking, TCP/IP, General Networking, Local Area Networks, Network Analysis, Network Protocols, Network Infrastructure, Software-Defined Networking, Network Administration, Networking Hardware, Network Switches
您将获得的技能: Google Gemini, Google Cloud Platform, Customer Analysis, Generative AI, Marketing Analytics, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Forecasting
状态：免费试用您将获得的技能: Network Security, Network Troubleshooting, Software-Defined Networking, Network Monitoring, Threat Modeling, Virtual Networking, TCP/IP, Network Architecture, Computer Networking, Network Performance Management, Network Protocols, General Networking, Cybersecurity, Network Infrastructure, Local Area Networks, Network Analysis, OSI Models, Network Switches
总之，以下是 10 最受欢迎的 data cleaning 课程
- Connect and Configure Data for your AppSheet App: Google Cloud
- Digital Shield: Cybersecurity for Data and System Protection: Universidades Anáhuac
- Protecting Sensitive Data in Gen AI Model Responses: Google Cloud
- Capstone: Data Science Problem in Linear Algebra Framework: Howard University
- SQL：用于查询数据库的实际概论: IBM
- 构建并执行 MySQL、PostgreSQL 和 SQLServer 到数据目录的连接器: Google Cloud
- Database, Big Data, and DevOps Services in GCP: LearnKartS
- Introduction to Data Engineering on Google Cloud - Español: Google Cloud
- Analytics as a Service for Data Sharing Partners: Google Cloud
- Introduction to Data Networks and the Internet - Bachelor's: Illinois Tech
