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
Knowledge Accelerators
您将获得的技能: LLM Application, AI Workflows, Generative AI, Productivity, Microsoft Windows, Business Communication, Data Analysis
状态：新Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Jupyter, Model Deployment, Google Cloud Platform, Machine Learning, Data Preprocessing, Virtual Environment, Development Environment
Google Cloud
您将获得的技能: Product Support, Help Desk Support, Technical Support, Google Cloud Platform, Service Level, Service Management, Cloud Services, Issue Tracking, Problem Management, Technical Communication, Personally Identifiable Information, Information Privacy
您将获得的技能: C# (Programming Language), Event-Driven Programming, Application Deployment, Web Content Accessibility Guidelines, .NET Framework, Application Development, Microsoft Visual Studio, Software Testing, ASP.NET, Debugging, Postman API Platform, Application Design, Application Programming Interface (API), Usability, AI Enablement, User Interface and User Experience (UI/UX) Design
University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Universidad de los Andes
您将获得的技能: User Story, Test Automation, Unified Modeling Language, Software Architecture, Version Control, Software Testing, Git (Version Control System), Continuous Integration, Test Data, Maintainability, Test Script Development, JavaScript Frameworks, Software Design, Usability, Web Content Accessibility Guidelines, System Testing, Angular, Agile Software Development, Application Design, Software Design Patterns
University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
University of London
您将获得的技能: Key Management, Security Management, Human Factors (Security), Application Security, Infrastructure Security, Information Privacy, Cyber Governance, Cryptography, Network Security, Business Continuity Planning, OSI Models, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, Cyber Security Strategy, ISO/IEC 27001, Malware Protection, Penetration Testing, Data Collection, Data Analysis
Google Cloud
您将获得的技能: Data Analysis, Big Data, Applied Machine Learning, Statistical Inference, Model Evaluation, Google Cloud Platform, Machine Learning Methods, SQL
University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
O.P. Jindal Global University
您将获得的技能: Econometrics, Data Ethics, Survey Creation, Environmental Laws, Sampling (Statistics), Social Sciences, Social Determinants Of Health, Research Reports, Matplotlib, Public Policies, Research Methodologies, Political Sciences, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, International Relations, Diplomacy, Economics, Complex Problem Solving, Socioeconomics
总之，以下是 10 最受欢迎的 data cleaning 课程
- Beginner Microsoft Copilot: AI Prompts & Workflows: Knowledge Accelerators
- Trabaja con Notebooks en Vertex AI: Google Cloud
- Google Cloud Customer Care Fundamentals - 한국어: Google Cloud
- GUI Development and AI-Enhanced Programming: Microsoft
- Entrepreneurship and Strategic Innovation Graduate Certificate: University of Illinois at Urbana-Champaign
- Accounting Foundations Graduate Certificate: University of Illinois at Urbana-Champaign
- Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
- CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign
- Master of Science in Cyber Security: University of London
- Usar o BigQuery ML para inferência: Google Cloud
