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：新状态：免费试用LearnKartS
您将获得的技能: Amazon S3, Amazon Web Services, SQL, Extract, Transform, Load, Data Quality, Data Pipelines, Version Control, Data Modeling, Data Storage, Cloud Storage, Git (Version Control System), Data Storage Technologies, Relational Databases, Data Security, Big Data
状态：预览您将获得的技能: Data Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Literacy, Interactive Data Visualization, Business Intelligence, Data Storytelling, Data Presentation, Dashboard
状态：免费试用Imperial College London
您将获得的技能: Run Chart, Qualitative Research, Continuous Quality Improvement (CQI), Health Informatics, Quantitative Research, Data Collection, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Systems Of Measurement, Time Series Analysis and Forecasting
状态：免费试用您将获得的技能: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning
状态：免费试用LearnQuest
您将获得的技能: 数据持久性, 数据访问, 用户界面（UI）, 应用编程接口 (API), 移动开发, Network Protocol（网络协议, 模型-视图-控制器, JSON, 数据建模, UI 组件, 苹果 iOS, 调试, 数据库应用, Swift 编程, 核心数据（软件）
您将获得的技能: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计, 统计方法, 数据扫盲, 抽样（统计）, 理论计算机科学, 应用数学, 概率分布, 统计分析, 统计推理, 人工智能, 概率与统计
您将获得的技能: Plot (Graphics), Data Visualization, Graphing, Matplotlib, Data Visualization Software, Graphical Tools, Histogram, Data Analysis, Python Programming
您将获得的技能: Microsoft PowerPoint, Presentations, Data Visualization, Sales Presentation, Data Visualization Software, Interactive Data Visualization, Data Storytelling, Drive Engagement, Business Process
状态：预览您将获得的技能: Data Analysis Expressions (DAX), Dashboard, Power BI, Data Visualization, Data Transformation, Data Manipulation, Data Modeling, Data Import/Export, Data Visualization Software, Extract, Transform, Load, Data Analysis, Analytics, Data Cleansing, Performance Analysis, Data Security, Data Management
状态：新状态：免费试用您将获得的技能: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, NumPy, Python Programming
状态：新状态：免费试用Starweaver
您将获得的技能: Retrieval-Augmented Generation, Vector Databases, AI Personalization, Data Engineering, System Monitoring, Generative AI, Prompt Engineering, Data Processing, AI Workflows, Scalability, Data Architecture, Data Pipelines, Embeddings, Performance Tuning, Continuous Monitoring, Database Systems, Talent Pipelining, Process Optimization, Engineering
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Engineering Foundations on AWS: LearnKartS
- Introduction to Data Visualization in Qlik Sense: Coursera
- Using Data for Healthcare Improvement: Imperial College London
- AI Workflow: Data Analysis and Hypothesis Testing: IBM
- iOS 中的表格、数据和网络: LearnQuest
- Essential Causal Inference Techniques for Data Science: Coursera
- 数据科学和 AI 的统计估算: University of Colorado Boulder
- تمثيل البيانات رسومياً باستخدام بايثون - Data Visualization: Coursera
- Data Visualization in Microsoft PowerPoint: Coursera
- Power BI Data Analyst Associate Prep: SkillUp
