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Tsinghua University
您将获得的技能: Data Structures, Database Design, Algorithms, Computer Programming, Data Storage
状态：新状态：免费试用Starweaver
您将获得的技能: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Generative Model Architectures, CrewAI, AI Orchestration, Vector Databases, AI Workflows, Model Deployment, AI Personalization, Generative AI, Transfer Learning, Kubernetes, Enterprise Application Management, ChatGPT, Agentic systems, MLOps (Machine Learning Operations), Python Programming, System Monitoring, Engineering
Google Cloud
您将获得的技能: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Data Transformation, Data Cleansing, Excel Formulas, Data Management, Data Analysis, Cloud Computing
状态：新状态：免费试用您将获得的技能: Data Structures, Python Programming, Algorithms, Data Manipulation, Computational Thinking, Programming Principles, Data Processing, Data Dictionary, Computer Programming
状态：新状态：免费试用您将获得的技能: Data Validation, Extract, Transform, Load, Object-Relational Mapping, Data Cleansing, Data Manipulation, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Database Management, Data Transformation, Data Integrity, Relational Databases, Exploratory Data Analysis, Databases, Data Processing, SQL, Data Persistence, Data Analysis
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据科学, 微积分, 数值分析, 数据分析, 线性代数, 积分微积分, 统计方法, 制图, 代数, 应用数学, 数学理论与分析, 衍生产品
状态：新状态：免费试用您将获得的技能: Application Security, Infrastructure Security, Data Security, Information Systems Security, Internet Of Things, Threat Modeling, Cybersecurity, Cloud Security, Security Engineering, Cryptography, Secure Coding, Network Security, Cyber Risk, Cyber Attacks, Mobile Security, Vulnerability, Vulnerability Scanning, Cloud Services, Web Applications, Cloud Platforms
状态：免费试用您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)
Google Cloud
您将获得的技能: Big Data, Data Import/Export, Data Analysis, Analytics, Google Cloud Platform, Query Languages, Cloud Computing
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 数据科学, 数据库, 数据质量, 医疗保健, 电子病历系统, 医疗记录, 大数据, 健康信息管理, Query 语言, 健康信息学, 互操作性, 临床信息学
状态：免费试用Cloudera
您将获得的技能: 命令行界面, 数据库管理, 云存储, 大数据, 数据管理, Data Management, 数据存储, 数据库系统, Apache Hive, Apache Hadoop, 性能调整, SQL, 亚马逊 S3, Virtual Machine, 文件系统, 亚马逊网络服务
状态：新状态：免费DeepLearning.AI
您将获得的技能: Agentic Workflows, LangGraph, AI Orchestration, Data Visualization, Prompt Engineering, Generative AI Agents, Model Evaluation, LLM Application, Tool Calling, Retrieval-Augmented Generation, Agentic systems, Data Validation, Generative AI, Large Language Modeling
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Structures and Algorithms (III): Tsinghua University
- GenAI Data and Analytics Academy: Starweaver
- Finding Data in Google Sheets: Google Cloud
- Python Fundamentals: Apply Data Structures: EDUCBA
- Data Science Fundamentals Part 1: Unit 3: Pearson
- 通往数据科学的高速公路：基本数学: University of Colorado Boulder
- IoT Security: Interface and Data Security: CertNexus
- C++: Non-Linear Data Structures: Codio
- Analyzing Billing Data with BigQuery: Google Cloud
- 健康信息学的数据科学: Johns Hopkins University
