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
Universidad de los Andes
您将获得的技能: Continuous Integration, User Story, Version Control, Unified Modeling Language, Test Driven Development (TDD), Software Testing, Test Automation, Software Architecture, Maintainability, JavaScript Frameworks, Software Design, Usability, Unit Testing, Acceptance Testing, Web Content Accessibility Guidelines, Regression Testing, Angular, Agile Software Development, Application Design, Software Design Patterns
Northeastern University
您将获得的技能: Statistical Hypothesis Testing, Probability & Statistics, Probability Distribution, Statistical Inference, Sampling (Statistics), Probability, Statistical Reporting, Statistical Modeling, Exploratory Data Analysis, Statistical Methods, Statistical Analysis, Bayesian Statistics, Descriptive Statistics, Data Analysis, Experimentation, Data Presentation, Estimation, Statistical Visualization, Correlation Analysis, Reliability
您将获得的技能: Responsible AI, Google Cloud Platform, Data Ethics, Open Source Technology, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)
您将获得的技能: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML)
状态：新状态：免费试用您将获得的技能: Role-Based Access Control (RBAC), Application Deployment, Content Management Systems, Development Environment, Package and Software Management, Application Programming Interface (API), Node.JS, Cloud-Based Integration, GitHub, System Configuration, User Interface (UI)
您将获得的技能: Responsible AI, Artificial Intelligence, Data Ethics, Testability, Software Visualization, Machine Learning
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning, Generative AI
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, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
IIT Roorkee
您将获得的技能: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Management Accounting, Statistical Process Controls, Product Management, Supply Chain Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule
Heriot-Watt University
您将获得的技能: Artificial Intelligence, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Data Structures, Computer Programming, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Algorithms, Reinforcement Learning, Computational Thinking, Agentic systems, Natural Language Processing
Universidad de los Andes
您将获得的技能: Continuous Integration, Supervised Learning, Unsupervised Learning, LLM Application, Cloud-Native Computing, Process Analysis, Software Testing, User Story, Deep Learning, Design Thinking, Infrastructure As A Service (IaaS), Security Requirements Analysis, API Design, Software Architecture, Agile Software Development, Video Game Development, Cost Management, Internet Of Things, Dashboard, Angular
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, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
总之，以下是 10 最受欢迎的 data cleaning 课程
- Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
- Master of Science in Engineering Management: Northeastern University
- Responsible AI for Developers: Fairness & Bias - Українська: Google Cloud
- Responsible AI for Developers: Fairness & Bias - 日本語版: Google Cloud
- Strapi Plugin Development, Admin Customization, & Deployment: Packt
- Responsible AI for Developers: Interpretability & Transparency - Polski: Google Cloud
- Master of Engineering in Engineering Management: University of Colorado Boulder
- Financial Management Graduate Certificate: University of Illinois at Urbana-Champaign
- Executive MBA: IIT Roorkee
- MSc Computer Science: Heriot-Watt University
