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：预览Illinois Tech
您将获得的技能: Serverless Computing, Containerization, Platform As A Service (PaaS), Cloud Security, Cloud Platforms, Cloud Services, Information Management, Cloud Computing Architecture, Cloud Computing, Cloud Management, Cloud Infrastructure, Cloud Solutions, Cloud Development, Cloud Deployment, Application Deployment, Database Administration, Database Management, DevOps, Microservices, Scalability
Coursera
您将获得的技能: Infographics, Data Visualization, Graphic and Visual Design, Graphic Design, Marketing Communications, Digital Marketing
Google Cloud
您将获得的技能: Kubernetes, Containerization, Data Migration, Google Cloud Platform, Virtual Machines, Windows Servers, Cloud Platforms, Cloud Deployment, Command-Line Interface
您将获得的技能: React.js, ChatGPT, Cascading Style Sheets (CSS), Generative AI, Development Environment, Microsoft Visual Studio, Web Design and Development, Secure Coding, Node.JS, Prompt Engineering, Javascript, API Design, Debugging
您将获得的技能: Debugging, Google Cloud Platform, Application Deployment, Cloud Development, JavaScript Frameworks, Node.JS, Cloud Applications, Serverless Computing, Program Development, Microsoft Visual Studio
状态：预览您将获得的技能: Responsible AI, AI Enablement, Data Ethics, AI Product Strategy, Business Ethics, Artificial Intelligence, Governance, Compliance Training, Verification And Validation, Ethical Standards And Conduct, Project Implementation, Business Modeling
状态：预览Johns Hopkins University
您将获得的技能: Epidemiology, Public Health, Health Equity, Social Determinants Of Health, Health Policy, Medical Records, Maternal Health, Data Collection, Medical Coding, Record Keeping, Health Information Management, Chronic Diseases, Diversity Equity and Inclusion Initiatives, Data Quality
Coursera
您将获得的技能: Collaborative Software, Data Sharing, Organizational Skills, User Accounts, Telecommuting, Teamwork, Graphic Design, Productivity, Content Marketing, Business Communication, Marketing Communications
Google Cloud
您将获得的技能: Looker (Software), Data-Driven Decision-Making, Data Analysis, Analytics, Google Cloud Platform, Data Visualization, Big Data, Data Visualization Software, Business Intelligence, Dashboard, Cloud Storage, SQL, Data Warehousing
Google Cloud
您将获得的技能: AI Security, Responsible AI, Generative AI, Google Cloud Platform, Information Privacy, Cloud Security, Personally Identifiable Information, Data Security, Safety and Security, Security Controls
状态：预览Google Cloud
您将获得的技能: Google Gemini, SQL, Generative AI, Google Cloud Platform, Big Data, Customer Relationship Management, Jupyter, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Model Deployment, Model Evaluation
状态：新Packt
您将获得的技能: Node.JS, File I/O, Javascript, Event-Driven Programming, Web Applications, Web Servers, Software Installation, Server Side, Application Development, JSON, Real Time Data, Command-Line Interface, TCP/IP, OS Process Management
总之，以下是 10 最受欢迎的 data cleaning 课程
- Cloud: Platform as a Service - Bachelor's: Illinois Tech
- Diseña infografías con Prezi: Coursera
- Migrate for Anthos: Windows: Google Cloud
- Building a ChatGPT AI with JavaScript - A Code-Along Guide: Packt
- Building and Debugging Cloud Functions for Node.js: Google Cloud
- Responsible AI: Applying AI Principles with GC - Yкраїнська: Google Cloud
- Registro civil y estadísticas para la salud de la población: Johns Hopkins University
- Mural para principiantes: Coursera
- Google Cloud でのデータ分析の概要 : Google Cloud
- Responsible AI: Privacy & Safety - Português: Google Cloud
