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
您将获得的技能: Data Import/Export, Data Analysis, Exploratory Data Analysis, Java, Data Processing, Data Manipulation, Java Programming, Statistics
您将获得的技能: Google Gemini, Google Cloud Platform, Customer Analysis, Marketing Analytics, Big Data, Generative AI, Customer Insights, Analytics, Predictive Modeling, Data-Driven Decision-Making, Predictive Analytics, Data Analysis, Forecasting
状态：免费试用University of Glasgow
您将获得的技能: Data-Driven Decision-Making, Business Leadership, Leadership Studies, Organizational Leadership, Leadership, Strategic Leadership, Organizational Structure, Leadership and Management, Leadership Development, Agile Product Development, Social Sciences, Ancient History
状态：免费试用University of Maryland, College Park
您将获得的技能: Data Storytelling, Data Visualization, Data Presentation, Presentations, Data Literacy, Decision Making, Dashboard, Data-Driven Decision-Making, Customer Engagement, Business Transformation, Digital Transformation, Data Strategy, Storytelling, Persuasive Communication, Microsoft PowerPoint, Analytics, Customer Insights, Data Science, Influencing, Stakeholder Engagement
状态：免费试用您将获得的技能: AWS Kinesis, Amazon DynamoDB, Amazon S3, Data Pipelines, AWS SageMaker, Real Time Data, Amazon CloudWatch, AWS Identity and Access Management (IAM), Cloud Storage, Apache Spark, Dashboard, Amazon Web Services, Apache Hive, Interactive Data Visualization, Apache Hadoop, Data Visualization Software, Data Processing, Extract, Transform, Load, Data Storage, Database Management Systems
状态：预览您将获得的技能: Data Pipelines, Google Cloud Platform, Data Processing, Systems Design, Data Storage, Data Architecture, Data Warehousing, Data Migration, Data Analysis, Data Transformation, Data Management, Data Preprocessing, Automation, Data Security
您将获得的技能: File I/O, Test Case, Data Validation, Verification And Validation, Scripting, Data Cleansing, Python Programming
状态：新您将获得的技能: Pandas (Python Package), Web Scraping, Python Programming, Jupyter, Image Analysis, Data Manipulation, Computer Vision, Data Analysis, Natural Language Processing, Data Visualization Software, Matplotlib, Data Import/Export, Unstructured Data, Data Collection
状态：免费您将获得的技能: Anthropic Claude, Business Intelligence, Data Presentation, Data Visualization, Trend Analysis, Sales, Business Analytics, Sales Strategy, Data-Driven Decision-Making, Data Analysis, Business Strategy, Business Analysis, AI Enablement
状态：免费试用您将获得的技能: Power BI, Dashboard, Interactive Data Visualization, Data Analysis Expressions (DAX), Business Reporting, Data Governance, Data Modeling, Data Transformation, Data Management, Data Manipulation, Role-Based Access Control (RBAC), Data Security, Data Cleansing
状态：免费试用Google Cloud
您将获得的技能: Looker (Software), Dashboard, Pivot Tables And Charts, Data Analysis, Data Visualization Software, Data Sharing, Data Presentation, Data-Driven Decision-Making, Exploratory Data Analysis, Data Import/Export, Data Manipulation
状态：免费您将获得的技能: Command-Line Interface, Go (Programming Language), Package and Software Management, Programming Principles, Program Development, Data Structures, Debugging
总之，以下是 10 最受欢迎的 data cleaning 课程
- Perform basic data analysis tasks using Java streams: Coursera
- Gemini for Data Scientists and Analysts - Español: Google Cloud
- Data-Driven Leadership Skills Course 1: Leadership Narrative: University of Glasgow
- Storytelling and Persuading with Data and Digital Technology: University of Maryland, College Park
- AWS Certified Data Analytics Specialty (2023) Hands-on: Packt
- Preparing for Professional Data Engineer Journey - Español: Google Cloud
- Use Python Regular Expressions to Process File Data: Coursera
- Skill Up with Python: Data Science and Machine Learning Recipes: Pearson
- Sales Analysis with Claude: Data Driven Sales Analytics: Coursera
- Power BI: Data Secure, Governance, and Workspace Management: Whizlabs
