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 London
您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
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 Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, 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, Risk Management, Machine Learning Algorithms, Business Strategy, 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, Research Reports, Social Determinants Of Health, Matplotlib, Public Policies, Research Methodologies, Political Sciences, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, International Relations, Diplomacy, Economics, Complex Problem Solving, Immigration Law
University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, 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, Prompt Engineering, Sustainability Reporting, Database Design, Unsupervised Learning
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, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
状态：新Google Cloud
您将获得的技能: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms
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, Financial Auditing, Revenue Recognition, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
Pontificia Universidad Católica de Chile
您将获得的技能: Epidemiology, Public Health and Disease Prevention, Descriptive Analytics, Social Determinants Of Health, Biostatistics, Gerontology, Digital Transformation, Health Policy, Healthcare Ethics, Cloud Security, Data Mining, Governance, Occupational Health, Telehealth, Leadership, Public Health, Health Systems, Object Oriented Programming (OOP), Analytical Skills, Program Evaluation
Universidad de los Andes
您将获得的技能: Supervised Learning, User Story, Unsupervised Learning, LangChain, Test Automation, Cloud-Native Computing, Agile Software Development, Continuous Deployment, Android Jetpack, Model Evaluation, API Design, Process Analysis, Dashboard, Project Controls, Deep Learning, Software Architecture, Design Thinking, Internet Of Things, Security Requirements Analysis, Angular
University of North Texas
您将获得的技能: Operations Management, Mediation, Model Evaluation, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Global Marketing, Probability & Statistics, Social Studies, Cultural Diversity, Digital Media Strategy, Organizational Leadership, Music History, Sociology
总之，以下是 10 最受欢迎的 data cleaning 课程
- Graduate Diploma in Computer Science: University of London
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
- Accounting Foundations Graduate Certificate: University of Illinois at Urbana-Champaign
- Value Chain Management Graduate Certificate: University of Illinois at Urbana-Champaign
- M.A. Public Policy: O.P. Jindal Global University
- Master of Science in Electrical and Computer Engineering: University of Colorado Boulder
- CPA Pathways Graduate Certificate: University of Illinois at Urbana-Champaign
- Utiliser des notebooks dans Vertex AI: Google Cloud
- Master of Science in Accounting | iMSA: University of Illinois at Urbana-Champaign
- Magíster en Salud Pública Global: Pontificia Universidad Católica de Chile
