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Stanford University
您将获得的技能: Algorithm, 理论计算机科学, 图论, 计算逻辑, 编程原则, 社交网络分析, 数据结构, 网络分析, Networking 路由器, 网络模型
状态：免费试用您将获得的技能: AI Personalization, Marketing Analytics, A/B Testing, Marketing Strategies, Marketing Effectiveness, Product Marketing, Campaign Management, Marketing, Advertising Campaigns, Marketing Automation, Generative AI, Performance marketing, Target Audience, Google Ads, Persona Development, Predictive Analytics, AI Enablement, ChatGPT, Analytics, Automation
状态：免费试用University of California, Irvine
您将获得的技能: 预测, 供应链规划, 工艺优化, 容量规划, 库存管理系统, 运营管理, 客户需求规划, 绩效衡量, 材料管理, 微软Excel, 库存会计, 运筹学, 能力管理, 库存管理, 供应链管理, 生产规划, 资源分配, 需求规划, 供应链, 库存控制
状态：免费试用LearnQuest
您将获得的技能: 数据收集, 数据伦理, Algorithm, 数据预处理, 机器学习, 人工智能, 模型评估, 社会正义, 预测建模, 负责任的人工智能, 博弈论
状态：免费试用您将获得的技能: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
状态：免费试用Johns Hopkins University
您将获得的技能: 空间数据分析, 微积分, 数学建模, 几何学, 积分微积分, 物理学, 数据整合, 数学理论与分析, 矢量数据库, 应用数学, 高等数学
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: Risk Management, Enterprise Risk Management (ERM), Risk Analysis, Risk Control, Cyber Risk, Persuasive Communication, Tableau Software, Data Visualization, Data Visualization Software, Data Literacy, Cybersecurity, Empathy, Diversity Equity and Inclusion Initiatives, Communication, Heat Maps, Stakeholder Analysis, Algorithms
状态：免费试用Vanderbilt University
您将获得的技能: Data Presentation, Regression Analysis, Statistical Analysis, Statistical Reporting, Correlation Analysis, Technical Communication, Probability & Statistics, Scatter Plots, Data Analysis, Predictive Analytics, Generative AI, Statistical Modeling
状态：新状态：免费Amazon Web Services
您将获得的技能: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
状态：新您将获得的技能: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Big Data, Serverless Computing, Model Evaluation, Machine Learning, Exploratory Data Analysis, Time Series Analysis and Forecasting, Classification Algorithms
您将获得的技能: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning
状态：免费试用Google
您将获得的技能: Object Oriented Programming (OOP), Data Structures, Python Programming, NumPy, Pandas (Python Package), Data Analysis, Scripting, Data Manipulation, Data Visualization, Algorithms, Debugging
总之，以下是 10 最受欢迎的 data cleaning 课程
- 图搜索、最短路径和数据结构: Stanford University
- GenAI for Product Marketers: Data-Driven Campaigns: Coursera
- 利用数据科学打造更敏捷的供应链: University of California, Irvine
- 人工智能数据的公平与偏见: LearnQuest
- NVIDIA: Prompt Engineering and Data Analysis: Whizlabs
- 数据与建模微积分矢量微积分: Johns Hopkins University
- Empathy and Data in Risk Management: University of Illinois Urbana-Champaign
- From Data to Decisions: Making Predictions with AI: Vanderbilt University
- SageMaker Unified Studio Foundations for Data Analytics: Amazon Web Services
- Google BigQuery for Data and ML Engineers: Pearson
