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: User Story, Software Testing, Test Automation, Maintainability, Version Control, Test Driven Development (TDD), Software Architecture, Agile Software Development, Unified Modeling Language, Git (Version Control System), System Testing, JavaScript Frameworks, Usability, Acceptance Testing, Software Design, Agile Methodology, Web Content Accessibility Guidelines, Test Script Development, Software Design Patterns, Angular
Universidad de los Andes
您将获得的技能: Supervised Learning, User Story, LLM Application, Unsupervised Learning, Cloud-Native Computing, Process Analysis, Continuous Deployment, Software Testing, Android Jetpack, Model Evaluation, Maintainability, Project Closure, Dashboard, API Design, Design Thinking, Internet Of Things, Angular, Microservices, Linear Algebra, Software As A Service
Google Cloud
您将获得的技能: Google Cloud Platform, Database Administration, Database Architecture and Administration, Database Management, Data Migration, Cloud Applications, Relational Databases, SQL, Query Languages, Database Design, Systems Administration, Scalability
Google Cloud
您将获得的技能: Google Cloud Platform, NoSQL, Cloud Applications, Database Administration, Relational Databases, Database Management, Database Design, Cloud Storage, Query Languages, Application Deployment, Data Migration, Transaction Processing
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
Pontificia Universidad Católica de Chile
您将获得的技能: Financial Statement Analysis, Financial Statements, Portfolio Management, Capital Markets, Accrual Accounting, Investments, Financial Analysis, Financial Data, Financial Accounting, Balance Sheet, Financial Market, Accounting, Business Ethics, Income Statement, Finance, Financial Modeling, Financial Trading, Cash Flows, Asset Management, Risk Management
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
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: 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, Software Architecture
University of London
您将获得的技能: Relational Databases, Databases, Descriptive Statistics, Object Oriented Programming (OOP), Simulations, Statistical Inference, Data Literacy, Data Visualization Software, Statistical Hypothesis Testing, Exploratory Data Analysis, Probability Distribution, SQL, Tableau Software, Correlation Analysis, Data Storytelling, Algebra, Computational Logic, Calculus, Trigonometry, Logical Reasoning
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
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
- Maestría en Ingeniería de Software: Universidad de los Andes
- Cloud Spanner について: Google Cloud
- Découvrir Cloud Spanner: Google Cloud
- Usar o BigQuery ML para inferência: Google Cloud
- Certificado en Gestión de Inversiones: Pontificia Universidad Católica de Chile
- Responsible AI for Developers: Fairness & Bias - 한국어: Google Cloud
- Graduate Certificate in Taxation: University of Illinois at Urbana-Champaign
- CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign
- GUI Development and AI-Enhanced Programming: Microsoft
