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 Wrangling, Data Transformation, Data Pipelines, Extract, Transform, Load, Cloud Engineering, Google Cloud Platform, Data Integration, Cloud Development, Cloud-Based Integration, Data Analysis, Database Administration, Data Management
状态：新状态：免费试用您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
状态：预览Northeastern University
您将获得的技能: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability
您将获得的技能: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Database Management, Data Management, Data Access, Role-Based Access Control (RBAC)
状态：免费试用您将获得的技能: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression
状态：免费试用您将获得的技能: Graph Theory, Data Structures, Algorithms, Program Development, Programming Principles, Computational Thinking, Theoretical Computer Science, Computer Science, Python Programming
状态：免费试用您将获得的技能: Computational Thinking, Algorithms, Program Development, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development
状态：预览您将获得的技能: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
状态：免费试用Johns Hopkins University
您将获得的技能: 定量研究, 分析, 数据扫盲, 数据分析, 概率与统计, 研究设计, 统计方法, 统计, 数据可视化, 描述性统计
状态：免费试用Microsoft
您将获得的技能: Stored Procedure, Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, Data Integrity, Data Integration, SQL, Transaction Processing, Power BI, Data Warehousing, Database Management, Data Maintenance, Databases, Query Languages, Database Architecture and Administration, Transact-SQL, Performance Tuning, Database Systems, Data Management
状态：免费试用您将获得的技能: Sales Pipelines, Sales Management, Sales Process, Sales Strategy, Anthropic Claude, Sales Development, Customer Engagement, Responsible AI, Sales Training, Generative AI Agents, Customer experience improvement, Lead Generation, ChatGPT, Forecasting, Business Ethics, Prioritization
Google Cloud
您将获得的技能: Google Cloud Platform, Query Languages, Data Access, Gemini, Big Data, SQL, Ad Hoc Analysis, Analysis
总之，以下是 10 最受欢迎的 data cleaning 课程
- Building Batch Pipelines in Cloud Data Fusion: Google Cloud
- Master Python with Real-World Data & Web Projects: Packt
- Data Structures & Algos: Software Development Skills: Northeastern University
- Data Management with Azure: Implement Compliance Controls: Coursera
- Foundations of Data Science and Machine Learning with Python: Packt
- Foundations of Data Structures and Algorithm Analysis: Packt
- Data Structures and Algorithms: Binary Search: Scrimba
- MySQL for Data Analytics and Business Intelligence: Edureka
- 数据--它是什么，我们能用它做什么: Johns Hopkins University
- Microsoft SQL Server: Microsoft
