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 California, Berkeley
您将获得的技能: User Research, Medical Imaging, File I/O, Materials science, Exploratory Data Analysis, Java Programming, Semiconductors, Medical Devices, Finite Element Methods, Teamwork, Energy and Utilities, Control Systems, Mechanics, Robotics, Environmental Engineering, Radiation Protection, Sustainable Engineering, Structural Engineering, Vibrations, Linear Algebra
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
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, Integrated Development Environments
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, Predictive Analytics, Artificial Intelligence, Natural Language Processing, R Programming
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
您将获得的技能: Prompt Engineering, Multimodal Prompts, Generative AI, AI Workflows, AI Orchestration, Microsoft Azure, LLM Application, Computer Vision, Image Analysis, Application Design, Natural Language Processing
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
BITS Pilani
您将获得的技能: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Theoretical Computer Science, Object Oriented Design, Android Development, Database Design, Encryption, Bioinformatics, Java Programming, Feature Engineering, Algorithms, TCP/IP, Operating Systems, Version Control, Data Structures, Model View Controller
Amazon Web Services
您将获得的技能: Dashboard, Report Writing, Business Reporting, Management Reporting, Performance Reporting, Ad Hoc Reporting, Real Time Data, Call Center Experience, Administration, Workforce Management
您将获得的技能: Responsible AI, Data Ethics, AI Security, Model Evaluation, Artificial Intelligence, Model Deployment, Machine Learning, Software Documentation
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
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
总之，以下是 10 最受欢迎的 data cleaning 课程
- Master of Advanced Study in Engineering: University of California, Berkeley
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
- Utiliser des notebooks dans Vertex AI: Google Cloud
- Master of Science in Computer Science: Ball State University
- Responsible AI for Developers: Fairness & Bias - 한국어: Google Cloud
- Multimodal and cross-modal AI integrations: Microsoft
- Magíster en Salud Pública Global: Pontificia Universidad Católica de Chile
- Bachelor of Science in Computer Science: BITS Pilani
- Amazon Connect: Introduction to the Administrative Interface: Amazon Web Services
- Responsible AI for Developers: Interpretability & Transparency - Italiano: Google Cloud
