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
您将获得的技能: Data Ethics, Responsible AI, Applied Machine Learning, Model Evaluation, Model Deployment, Machine Learning, Artificial Intelligence, Technical Documentation, Software Documentation
状态：免费试用Coursera
您将获得的技能: Business Reporting, Dashboard, Stakeholder Communications, AI Enablement, Strategic Decision-Making, Project Coordination, Project Management, Risk Management
Ball State University
您将获得的技能: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Natural Language Processing, R Programming, Classification And Regression Tree (CART)
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: Software Development Tools
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
状态：新Google Cloud
您将获得的技能: AI Security, LLM Application, Large Language Modeling, Model Deployment, Prompt Engineering, Threat Modeling, Application Security, Data Security, Google Cloud Platform, API Design, System Configuration
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
Google Cloud
您将获得的技能: Product Support, Help Desk Support, Technical Support, Google Cloud Platform, Service Level, Service Management, Cloud Services, Issue Tracking, Problem Management, Technical Communication, Personally Identifiable Information, Information Privacy
Universidad de los Andes
您将获得的技能: Supervised Learning, Unsupervised Learning, Model Evaluation, Artificial Intelligence, Linear Algebra, Probability & Statistics, Dimensionality Reduction, Data Ethics, Machine Learning Methods, Responsible AI, Machine Learning, Natural Language Processing, Applied Machine Learning, Semantic Web, Classification And Regression Tree (CART), Decision Tree Learning, Machine Learning Algorithms, Probability Distribution, Statistical Machine Learning, Unstructured Data
Clemson University
您将获得的技能: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, AI Enablement
总之，以下是 10 最受欢迎的 data cleaning 课程
- Responsible AI for Developers: Interpretability & Transparency - Italiano: Google Cloud
- Project Status Reports with AI: Coursera
- Master of Science in Computer Science: Ball State University
- Financial Management Graduate Certificate: University of Illinois at Urbana-Champaign
- Professional C# Development Practices: Microsoft
- Accounting Foundations Graduate Certificate: University of Illinois at Urbana-Champaign
- Master of Science in Management | iMSM: University of Illinois at Urbana-Champaign
- Model Armor：保護您部署的 AI 應用程式: Google Cloud
- Master of Business Administration | iMBA: University of Illinois at Urbana-Champaign
- Google Cloud Customer Care Fundamentals - 한국어: Google Cloud
