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Duke University
您将获得的技能: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming
状态：新状态：免费试用您将获得的技能: Extract, Transform, Load, Data Integration, Databases, Data Warehousing, Data Import/Export, Data Migration, Data Manipulation, Data Mapping, Software Installation, Data Transformation, Version Control
状态：免费试用University of Michigan
您将获得的技能: Python 程序设计, 统计编程, 贝叶斯统计, 逻辑回归, 统计机器学习, 统计方法, 数据可视化软件, 模型评估, 回归分析, 统计建模, 统计推理, 统计分析, Jupyter, 预测建模, 统计软件
状态：新状态：预览Northeastern University
您将获得的技能: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
状态：新状态：免费试用您将获得的技能: Minitab, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Descriptive Statistics, Statistical Analysis, Predictive Modeling, Statistical Modeling, Data-Driven Decision-Making, Exploratory Data Analysis, Statistical Methods, Statistical Inference
状态：预览University of Michigan
您将获得的技能: Data Wrangling, Analytical Skills, Data Analysis, Data Preprocessing, Data Cleansing, Generative AI, ChatGPT, Data Visualization Software, Jupyter, Statistical Analysis, Artificial Intelligence, Data Collection, Data Management, GitHub, Technical Support, Git (Version Control System), Integrated Development Environments
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: 时间序列分析和预测, Algorithm, 风险分析, 模型评估, R 语言程序设计（中文版）, 回归分析, 绩效衡量, 投资组合管理, 财务预测, 统计分析, 财务分析, 投资管理, 分析, 金融交易
状态：免费试用Tsinghua University
您将获得的技能: Data Structures, Algorithms, Computational Thinking, Computer Programming, Computer Science, Data Storage
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Financial Statement Analysis, Financial Analysis, Business Analytics, Regression Analysis, Business Valuation, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Financial Accounting, Cash Flows, Balance Sheet, Income Statement, Working Capital, Competitive Analysis, International Finance, Business Economics, Economics, Market Dynamics, Business Planning
状态：新状态：免费试用您将获得的技能: Real Time Data, Data Pipelines, Data Transformation, Data Integration, Data Processing, Extract, Transform, Load, Power BI, Data Lakes, PySpark, Apache Spark, Data Quality, Data Governance, Analytics
状态：预览Microsoft
您将获得的技能: Prompt Engineering, 信息隐私, 数据伦理, 生成式人工智能, 大型语言模型, 营销, 广告, 迁移学习, 功能工程, AI 安全, 负责任的人工智能, 模型部署
状态：免费试用LearnQuest
您将获得的技能: 数据访问, 调试, 应用编程接口 (API), JSON, 移动开发, 数据持久性, 数据库应用, UI 组件, 用户界面（UI）, Network Protocol（网络协议, 模型-视图-控制器, 数据建模, 苹果 iOS, Swift 编程, 核心数据（软件）
总之，以下是 10 最受欢迎的 data cleaning 课程
- Spark, Hadoop, and Snowflake for Data Engineering: Duke University
- Talend Data Integration: Build & Automate Workflows: EDUCBA
- 用 Python 对数据拟合统计模型: University of Michigan
- Data Warehousing and Integration Part 2: Northeastern University
- Data Analysis with Minitab: Analyze & Apply: EDUCBA
- AI-Powered Data Analysis: A Practical Introduction: University of Michigan
- 在金融领域应用数据分析: University of Illinois Urbana-Champaign
- Data Structures and Algorithms (I): Tsinghua University
- Data & Finance for the future: Fundação Instituto de Administração
- Microsoft Fabric: Ingest and Transform Data: Whizlabs
