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：预览Johns Hopkins University
您将获得的技能: Health Equity, Health Disparities, Public Health, Social Determinants Of Health, Data Collection, Health Policy, Health Informatics, Data Analysis, Research, Surveys
Google Cloud
您将获得的技能: Metadata Management, Google Cloud Platform, Data Mining, Big Data, Data Management, Cloud API
状态：新状态：免费试用您将获得的技能: AWS Kinesis, Apache Kafka, Amazon Redshift, Data Lakes, Real Time Data, Data Management, Apache Hive, Apache Spark, Amazon S3, Data Pipelines, Data Processing, Big Data, Apache Hadoop, AWS Identity and Access Management (IAM), Query Languages, Serverless Computing, Scalability
状态：新状态：免费试用您将获得的技能: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation
您将获得的技能: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming
状态：新状态：免费试用您将获得的技能: ASP.NET, Data Migration, Configuration Management, Data Validation, Database Application, Middleware, Debugging, Back-End Web Development, Database Management, Data Modeling, Restful API, Maintainability, Dependency Analysis, Performance Tuning, Software Design Patterns
状态：新状态：预览University of Leeds
您将获得的技能: Data Ethics, Ethical Standards And Conduct, Data-Driven Decision-Making, Responsible AI, Risking, Data Strategy, Analytical Skills, Data Literacy, Research Methodologies
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Strategic Marketing, Marketing Analytics, Marketing Strategies, Digital Marketing, Consumer Behaviour, Data Visualization, Sales Strategy, Marketing, Performance marketing, Marketing Strategy and Techniques, Marketing Operations, Data-Driven Decision-Making, Digital Media Strategy, Data Visualization Software, Customer Analysis, Customer Engagement, Market Analysis, Key Performance Indicators (KPIs), Analytics, Data Analysis
状态：新状态：预览您将获得的技能: Medical Privacy, Health Informatics, Health Information Management, Data Governance, Health Care, Health Technology, Data Quality, Medical Records, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Policy, Interoperability, Data Ethics, Data Sharing, Telehealth, Regulatory Compliance, Data Security, Responsible AI, General Data Protection Regulation (GDPR), Health Equity, Ethical Standards And Conduct
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
您将获得的技能: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Statistical Visualization, Data Analysis, Python Programming
您将获得的技能: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing, Python Programming
总之，以下是 10 最受欢迎的 data cleaning 课程
- Gender Foundations in Health Data: A Data for Health Course: Johns Hopkins University
- Data Catalog: Qwik Start: Google Cloud
- Advanced Data Processing and Analytics with AWS: Packt
- Apache Hive: Design, Query & Optimize Big Data: EDUCBA
- Python for Data Visualization: Matplotlib & Seaborn: Coursera
- Data Management and Application Features: Microsoft
- Data Science: Ethical decision-making in practice: University of Leeds
- Marketing e Data Science: Fundação Instituto de Administração
- Digital Health Data & Governance Essentials : Starweaver
- Getting Started in Google Analytics: Coursera
