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
University of California, Berkeley
您将获得的技能: User Research, Medical Imaging, File I/O, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Sustainable Engineering, Structural Engineering, Vibrations, Linear Algebra
University of Colorado Boulder
您将获得的技能: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, USB, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electric Power Systems, Electronic Hardware, Performance Tuning, Image Quality
University of Illinois at Urbana-Champaign
您将获得的技能: 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, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
您将获得的技能: Big Data, Data Analysis, Google Cloud Platform, Applied Machine Learning, Statistical Inference, Machine Learning Methods, SQL, Model Deployment
状态：免费试用Coursera
您将获得的技能: Business Reporting, Dashboard, Stakeholder Communications, AI Enablement, Strategic Decision-Making, Project Coordination, Project Management, Risk Management
University of Illinois at Urbana-Champaign
您将获得的技能: 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, Variance Analysis, 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 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, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
您将获得的技能: Software Development Tools
University of Illinois at Urbana-Champaign
您将获得的技能: 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, Variance Analysis, 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 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, Variance Analysis, 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, Threat Modeling, Business Continuity Planning, OSI Models, Computer Security Incident Management, Cyber Security Policies, Intrusion Detection and Prevention, Cyber Security Strategy, ISO/IEC 27001, Authorization (Computing), Data Collection, Data Analysis
您将获得的技能: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Data Preprocessing, Model Evaluation, Machine Learning
总之，以下是 10 最受欢迎的 data cleaning 课程
- Master of Advanced Study in Engineering: University of California, Berkeley
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
- Graduate Certificate in Strategic Leadership & Management: University of Illinois at Urbana-Champaign
- Utiliser BigQuery Machine Learning pour l'inférence: Google Cloud
- Project Status Reports with AI: Coursera
- Mergers & Acquisitions Graduate Certificate: University of Illinois at Urbana-Champaign
- Financial Management Graduate Certificate: University of Illinois at Urbana-Champaign
- Professional C# Development Practices: Microsoft
- Accounting Foundations Graduate Certificate: University of Illinois at Urbana-Champaign
- Master of Science in Management | iMSM: University of Illinois at Urbana-Champaign
