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Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, Object Oriented Programming (OOP), PyTorch (Machine Learning Library), R Programming, Convolutional Neural Networks, NumPy, R (Software), Image Analysis, Pandas (Python Package), Matplotlib, Python Programming, Deep Learning, Computer Programming, Computer Vision, Artificial Neural Networks, Transfer Learning, Scripting, Programming Principles, Data Management
状态：免费试用IBM
您将获得的技能: 数据清理, 探索性数据分析, 数据展示, 电子表格软件, 数据可视化软件, 微软Excel, 仪表板, 分析技能, 透视表和图表, 数据可视化, 数据分析, IBM Cognos 分析
状态：免费试用您将获得的技能: Python 程序设计, 写作, 招聘, 专业发展, 专业网络, 工作分析, 投资组合管理, 沟通, 解决问题, 数据科学, 商业研究, 数据分析, 演讲, 公司名称, 面试技巧
您将获得的技能: Data Visualization, Microsoft Excel, Data Visualization Software, Data Import/Export, Business Reporting, Report Writing, Microsoft 365
状态：免费试用DeepLearning.AI
您将获得的技能: Apache Hadoop, 数据管道, 数据预处理, 机器学习, 数据访问, 星形模式, 数据转换, 实时数据, Apache Spark, 数据建模, 功能工程, 数据仓库
状态：免费试用University of Washington
您将获得的技能: Python 程序设计, Apache Hadoop, 数据操作, Algorithm, 数据处理, 数据库, 关系数据库, 分布式计算, 可扩展性, 数据流, 大数据, 数据库系统, Apache Spark, 云计算, 数据科学, 图论, SQL, NoSQL, Query 语言, 数据分析
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Statistical Visualization, Network Model, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Pandas (Python Package), Python Programming
状态：新状态：预览您将获得的技能: Data Modeling, Enterprise Resource Planning, Dashboard, Business Intelligence, Data Visualization Software, Workflow Management, Pivot Tables And Charts, Data Import/Export, Extract, Transform, Load, Data Integration, Microsoft Excel, Data Transformation, Data Security, Scripting
状态：免费试用Google Cloud
您将获得的技能: 数据清理, 数据管道, 数据处理, 数据收集, 数据管理, 数据迁移, 云安全, 云存储, 数据整合, Data Governance, 云计算, SQL, 数据转换, 数据可视化, 数据分析, 摘录
状态：免费试用University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
Google Cloud
您将获得的技能: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Science con Python e R: Università di Napoli Federico II
- 数据分析和可视化基础评估: IBM
- 数据科学家职业指南和面试准备: IBM
- Data Visualization using Microsoft Excel: Coursera
- 数据建模、转换和服务: DeepLearning.AI
- 大规模数据处理：系统与算法: University of Washington
- Statistics and Data Analysis with R: University of Colorado Boulder
- Tableau, Networks & Time Series Data Visualization: University of Pittsburgh
- QlikView & QlikSense: Build & Analyze Data Models: EDUCBA
- 云中的数据 Transformer: Google Cloud
