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Whizlabs
您将获得的技能: Microsoft Azure, Azure Synapse Analytics, Data Integration, Cloud Storage, Data Lakes, Data Pipelines, Data Storage, Databricks, Microsoft SQL Servers, NoSQL, .NET Framework, Data Security, Real Time Data, Encryption, Scalability
Google Cloud
您将获得的技能: Big Data, Analytics, Query Languages, Google Cloud Platform, Data Processing, Data Analysis, Data Integration, Time Series Analysis and Forecasting
Coursera
您将获得的技能: Data Cleansing, Data Manipulation, Data Integration, R Programming, Data Preprocessing, Tidyverse (R Package), Data Management
状态：免费试用Università di Napoli Federico II
您将获得的技能: Tableau Software, Data Visualization Software, Interactive Data Visualization, Business Intelligence, Data Presentation, Data Integration, Data Access, Data Analysis, Data Manipulation, Time Series Analysis and Forecasting
状态：免费试用您将获得的技能: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Import/Export, Scripting, Data Manipulation, File Management, Data Validation, Software Installation
状态：免费试用您将获得的技能: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Statistical Analysis, Data Import/Export, Data Cleansing, Probability & Statistics, Data Manipulation, Descriptive Statistics, Pandas (Python Package), Exploratory Data Analysis, Correlation Analysis, Python Programming, Programming Principles, Computational Logic
状态：免费试用您将获得的技能: Root Cause Analysis, Correlation Analysis, Regression Analysis, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Statistical Analysis, Process Analysis, Six Sigma Methodology, Lean Six Sigma, Data Analysis, Process Improvement, Statistical Inference, Pareto Chart
状态：免费试用您将获得的技能: 投资组合管理, 招聘, LinkedIn, 数据叙事, 商务写作, 面试技巧, 专业网络, 专业发展, 分析技能, 数据分析, 演讲, 建立关系
状态：新状态：预览您将获得的技能: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
状态：免费试用您将获得的技能: Model Deployment, Google Cloud Platform, Real Time Data, Data Pipelines, Data Lakes, Dataflow, Data Preprocessing, Data Warehousing, Apache Airflow, Data Import/Export, Big Data, Data Transformation, Data Governance, Tensorflow, Feature Engineering, Data Architecture, Dashboard, Apache Spark, Data Processing, Unstructured Data
状态：免费试用University at Buffalo
您将获得的技能: 数据可视化软件, 数据伦理, 数据收集, 精益方法, 数据叙事, 过程分析, 商业分析, 数据驱动的决策制定, 数据扫盲, 数据展示, 业务过程, 根源分析, Minitab, 数据分析, 统计过程控制, 六西格玛方法, 流程制图, Tableau 软件, 流程改进, 分析
状态：免费试用您将获得的技能: Model Deployment, Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Lakes, Workflow Management, Extract, Transform, Load, Data Transformation, PySpark, Apache Kafka, Tensorflow, Data Governance, Apache Spark, Dashboard, Apache Airflow, Data Import/Export, Data Warehousing, Data Processing, Unstructured Data
总之，以下是 10 最受欢迎的 data cleaning 课程
- Azure Data Storage Solutions : Whizlabs
- Weather Data in BigQuery: Google Cloud
- Joining Data in R using dplyr: Coursera
- Introduzione alla Data Visualization con Tableau: Università di Napoli Federico II
- Python for Data Analysis and Automation: Packt
- Data Analysis in Python: Codio
- Data Collection and Root Cause Analysis: SkillUp
- 数据分析师职业指南和面试准备: IBM
- Agentic AI Content for Practitioners (Teams: Data): Coursera
- Data Engineer, Big Data and ML on Google Cloud em Português: Google Cloud
