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Johns Hopkins University
您将获得的技能: 数据分析, 生物信息学, 计算思维, Python 程序设计, 分子生物学, 数据结构, 生命科学, Algorithm
状态：免费试用University of Colorado System
您将获得的技能: 业务流程管理, 仪表板, 数据分析, 决策支持系统, 关键绩效指标 (KPI), 微策略, 商业智能, 商业分析, 绩效衡量, 数据可视化软件, 数据仓库, 六西格玛方法, 数据驱动的决策制定, 业务报告, 数据可视化
状态：新状态：免费试用您将获得的技能: Data Ethics, Responsible AI, Business Ethics, Strategic Decision-Making, Data Management, Strategic Thinking, Information Privacy, Market Research, Ethical Standards And Conduct, Governance, Strategic Leadership, Artificial Intelligence, Market Analysis, Diversity and Inclusion, Regulatory Requirements, Social Studies
University of California San Diego
您将获得的技能: 数据基础设施, 数据分析, 数据处理, Apache Spark, 大数据, PySpark, 数据存储, Apache Hadoop, Python 程序设计, 分布式计算, 性能调整, 数据科学, 可扩展性
状态：预览University of Cape Town
您将获得的技能: 统计假设检验, 绘图（图形）, 数据操作, 其他编程语言, 数学建模, 计算机编程, 软件包和软件管理, Jupyter, 科学可视化, 探索性数据分析, 数据可视化, 数据科学, 统计分析
状态：新状态：免费试用您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
状态：免费试用您将获得的技能: 生成式人工智能, ChatGPT, 情境管理, AI 工作流程, Prompt Engineering, 提示模式, 决策
状态：新状态：预览您将获得的技能: Organizational Change, Agentic Workflows, AI Enablement, Generative AI Agents, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Accounting and Finance Software, Financial Reporting
状态：免费试用Vanderbilt University
您将获得的技能: 创造力, LLM 申请, 大型语言模型, 生成式人工智能, ChatGPT, 生产率, 人工智能, 解决问题, Prompt Engineering, OpenAI, 情境管理, AI 赋能, 提示模式, 验证和确认
状态：新状态：免费试用您将获得的技能: Marketing Analytics, Business Intelligence, Predictive Modeling, Business Analytics, Google Analytics, Customer Analysis, Analytics, Model Evaluation, Predictive Analytics, Advanced Analytics, Customer Insights, Trend Analysis, Artificial Intelligence, Performance Metric, Natural Language Processing
状态：新状态：预览Board Infinity
您将获得的技能: Customer Analysis, Campaign Management, Digital Advertising
状态：免费试用Google
您将获得的技能: Rmarkdown, Data Presentation, Data Ethics, Data Storytelling, Data Visualization, Data Cleansing, Stakeholder Communications, Analytical Skills, Data-Driven Decision-Making, Stakeholder Management, Interactive Data Visualization, Data Visualization Software, Data Validation, Ggplot2, Interviewing Skills, Case Studies, Data Access, Spreadsheet Software, Data Analysis, Data Manipulation
总之，以下是 10 最受欢迎的 data cleaning 课程
- DNA 测序算法: Johns Hopkins University
- 商业智能概念、工具和应用: University of Colorado System
- Master Ethical & AI-Driven Market Decision-Making: EDUCBA
- Hadoop 平台和应用框架: University of California San Diego
- Julia 科学编程: University of Cape Town
- AI Technologies in Healthcare: SkillUp
- 生成式人工智能：提示工程基础知识: IBM
- Agentic AI Content for Practitioners (Teams: Finance): Coursera
- Chatgpt 应用提示工程: Vanderbilt University
- Analyze and Predict with AI Insights: Coursera
