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
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
Illinois Institute of Technology
您将获得的技能: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Process Management, Global Marketing, Web Analytics, Culture Transformation, Financial Statement Analysis, Descriptive Statistics, Digital Transformation, Market Dynamics, Capital Budgeting, Design Thinking, Predictive Analytics, Leadership and Management, Game Theory, Product Lifecycle Management, Microsoft Excel, Business Strategy
Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Model Evaluation, Artificial Intelligence, Data Ethics, Dimensionality Reduction, Probability & Statistics, Responsible AI, Machine Learning Methods, Reinforcement Learning, Machine Learning, Applied Machine Learning, Linear Algebra, Classification And Regression Tree (CART), Decision Tree Learning, Machine Learning Algorithms, Natural Language Processing, Statistical Machine Learning, Bayesian Statistics, Unstructured Data
Pontificia Universidad Católica de Chile
您将获得的技能: Epidemiology, Descriptive Analytics, Public Health and Disease Prevention, Biostatistics, Social Determinants Of Health, Gerontology, Health Informatics, Healthcare Ethics, Spatial Data Analysis, Cloud Security, Data Mining, Governance, Occupational Health, Digital Transformation, Health Administration, Leadership, Public Health, Health Policy, Object Oriented Programming (OOP), Analysis
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, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, 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, Research Reports, Social Determinants Of Health, Matplotlib, Public Policies, Research Methodologies, Political Sciences, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Diplomacy, International Relations, Economics, Complex Problem Solving, Immigration Law
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, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Pontificia Universidad Católica de Chile
您将获得的技能: Financial Statement Analysis, Financial Statements, Capital Markets, Portfolio Management, Accrual Accounting, Financial Analysis, Investments, Financial Accounting, Financial Regulation, Business Ethics, Balance Sheet, Income Statement, Financial Market, Accounting, Ethical Standards And Conduct, Finance, Financial Modeling, Financial Data, Financial Trading, Risk Management
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, Risk Management, Machine Learning Algorithms, Business Strategy, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Google Cloud
您将获得的技能: Generative AI, AI Personalization, Web Content, Google Cloud Platform, Prompt Engineering, User Experience Design, Unstructured Data
您将获得的技能: C# (Programming Language), Data Structures, File I/O, Debugging, Integrated Development Environments, Microsoft Visual Studio, Software Testing, .NET Framework, Program Development, Maintainability, Microsoft Development Tools, Software Development Tools, Secure Coding, Performance Tuning, Object Oriented Programming (OOP), Scalability
总之，以下是 10 最受欢迎的 data cleaning 课程
- Usar o BigQuery ML para inferência: Google Cloud
- Master of Business Administration (MBA): Illinois Institute of Technology
- Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®: Universidad de los Andes
- Magíster en Salud Pública Global: Pontificia Universidad Católica de Chile
- Financial Management Graduate Certificate: University of Illinois at Urbana-Champaign
- M.A. Public Policy: O.P. Jindal Global University
- Entrepreneurship and Strategic Innovation Graduate Certificate: University of Illinois at Urbana-Champaign
- Certificado en Gestión de Inversiones: Pontificia Universidad Católica de Chile
- Business Analytics Graduate Certificate: University of Illinois at Urbana-Champaign
- Google Cloud에서 생성형 AI를 사용한 웹사이트 현대화: Google Cloud
