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
状态：免费试用您将获得的技能: SQL, Database Design, Database Management, Data Analysis, Database Architecture and Administration, Data Cleansing, Data Transformation, Data Manipulation, Query Languages, Analytics, GitHub, Data Integration, AI Enablement, Git (Version Control System), Performance Tuning
状态：免费试用University of Maryland, College Park
您将获得的技能: Digital Transformation, Business Transformation, Customer experience strategy (CX), Data Strategy, Applied Machine Learning, Business Modeling, Analytics, Organizational Change, Machine Learning Software, Technology Strategies, Business Analytics, Customer Insights, Innovation, Organizational Strategy, Machine Learning, Business Strategy, Workforce Development, Strategic Decision-Making, Forecasting, Competitive Analysis
状态：免费试用University of Colorado System
您将获得的技能: 仪表板, 案例研究, Data Mart, SQL, 数据建模, 数据整合, 数据可视化软件, 数据转换, 数据仓库, 星形模式, PostgreSQL, 微策略, 数据架构, 摘录, 商业智能
状态：免费试用Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Data Visualization, AI Enablement, Spreadsheet Software, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing
状态：免费试用Google Cloud
您将获得的技能: 数据预处理, 数据处理, 云存储, Google 云端平台, 数据管道, 数据存储, 云工程, 数据分析, 自动化, 数据管理, Data Management, 数据基础设施, 数据架构
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation
状态：新状态：免费试用您将获得的技能: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Pseudocode, Data Manipulation, Debugging
状态：免费试用University of California San Diego
您将获得的技能: 数据预处理, 分子生物学, 生命科学, 降维, 机器学习, 分类算法, 应用机器学习, 数据分析软件, 数据挖掘, 无监督学习, 生物信息学
状态：免费试用您将获得的技能: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Responsible AI, Data Processing, Debugging, Microsoft Excel, Automation, Data Transformation, Artificial Intelligence, Data Analysis, SQL, Natural Language Processing
状态：新状态：预览您将获得的技能: Salesforce, Data Mapping, Advanced Analytics, Data Integration
状态：免费试用Macquarie University
您将获得的技能: 创新, 仪表板, 预测建模, 商业分析, 时间序列分析和预测, 相关性分析, 数据驱动的决策制定, 预测, 商业道德, 统计, SAS（软件）, 数据分析, 分析技能, 趋势分析, 可持续商业, 柱状图, 商业智能
状态：预览Knowledge Accelerators
您将获得的技能: Prompt Engineering, Microsoft Copilot, Dashboard, Excel Macros, Microsoft 365, Data Presentation, Pivot Tables And Charts, Spreadsheet Software, Productivity, Productivity Software, Data Analysis, Workflow Management, Generative AI Agents, Automation, Artificial Intelligence, Customer Data Management, Business Consulting, Generative AI, Data Management, Leadership Development
总之，以下是 10 最受欢迎的 data cleaning 课程
- SQL for Data Science (and Version Control with GitHub): Coursera
- Transforming with Data Analytics and Organization: University of Maryland, College Park
- 设计和构建数据仓库以实施商业智能: University of Colorado System
- ChatGPT + Excel: AI-Enhanced Data Analysis & Insight: Vanderbilt University
- 为您的专业数据工程师之旅做好准备: Google Cloud
- Mastering Data Analysis with Pandas: Learning Path Part 3: Coursera
- Mastering Python Logic and Data Structures: EDUCBA
- 基因组数据科学与聚类（生物信息学 V）: University of California San Diego
- Coding and Automation for Data Analysis with Generative AI: Microsoft
- Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
