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 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
Universidad de los Andes
您将获得的技能: Test Automation, Android Jetpack, User Story, Software Testing, Security Requirements Analysis, Agile Software Development, Continuous Integration, Test Data, Test Script Development, Kotlin, Software Engineering, JavaScript Frameworks, Usability, Application Security, Cloud Applications, Agile Methodology, Infrastructure As A Service (IaaS), Web Content Accessibility Guidelines, Authorization (Computing), Platform As A Service (PaaS)
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
状态：免费试用
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
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
Microsoft
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Data Ethics, Azure DevOps Pipelines, Azure DevOps, Model Deployment, Generative AI, AI Workflows, Microsoft Azure, Application Lifecycle Management, CI/CD, Version Control, System Monitoring, Continuous Monitoring
Heriot-Watt University
您将获得的技能: Artificial Intelligence, Data Structures, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Algorithms, Object Oriented Programming (OOP), Computer Programming, Program Development, Combinatorics, Theoretical Computer Science, Programming Principles, Big Data, Natural Language Processing, Computational Thinking, Reinforcement Learning, Machine Learning Methods
您将获得的技能: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, AI Security, Artificial Intelligence, Model Evaluation
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 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
总之，以下是 10 最受欢迎的 data cleaning 课程
- Mergers & Acquisitions Graduate Certificate: University of Illinois at Urbana-Champaign
- Entrepreneurship and Strategic Innovation Graduate Certificate: University of Illinois at Urbana-Champaign
- Metodologías ágiles de desarrollo de software Certificado MasterTrack®: Universidad de los Andes
- Usar o BigQuery ML para inferência: Google Cloud
- CRM Integration and AI for Customer Management: Microsoft
- Bachelor of Science in General Business: University of North Texas
- Managerial Economics & Business Analysis Graduate Certificate: University of Illinois at Urbana-Champaign
- MLOps and responsible AI practices: Microsoft
- MSc Computer Science: Heriot-Watt University
- Responsible AI for Developers: Fairness & Bias - 日本語版: Google Cloud
