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
Google Cloud
您将获得的技能: 交互式数据可视化, 数据访问, 探索性数据分析, 数据分析, 仪表板, 分析, Google 云端平台, 数据可视化软件, 数据管理, Data Management, Looker (软件), 数据展示
状态：免费试用您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)
状态：免费试用Johns Hopkins University
您将获得的技能: 数据分析, 数据科学, 数据库, 数据质量, 医疗保健, 电子病历系统, 医疗记录, 大数据, 健康信息管理, Query 语言, 健康信息学, 互操作性, 临床信息学
状态：新状态：免费试用您将获得的技能: AWS SageMaker, Exploratory Data Analysis, Feature Engineering, Dashboard, Data Presentation, Model Evaluation, Data Visualization, Data Pipelines, Project Documentation, Solution Delivery, Amazon Web Services, Data Analysis, Data Integration, Cloud Development, Technical Documentation, Business Intelligence, Cloud Infrastructure, Technical Communication, Automation, Project Management
状态：预览Northeastern University
您将获得的技能: Data Storytelling, Data Literacy, Statistical Visualization, Data-Driven Decision-Making, Data Visualization Software, Data Preprocessing, Data Mining, Exploratory Data Analysis, Data Cleansing, Graphing, Big Data, Programming Principles, Python Programming, NumPy
状态：免费试用University of Colorado Boulder
您将获得的技能: Data Structures, Data-oriented programming, Data Manipulation, Data Access, Data Processing, Python Programming
Google Cloud
您将获得的技能: Data Cleansing, Data Validation, Spreadsheet Software, Data Quality, Data Manipulation, Data Analysis, Data Analysis Software
状态：新状态：免费试用您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
状态：预览您将获得的技能: Data Analysis Expressions (DAX), Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Dashboard, Data Processing, Data Presentation, Data Transformation, Data Analysis, Data Visualization, Barcoding, Microsoft PowerPoint, Data Import/Export
Google Cloud
您将获得的技能: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Data Transformation, Data Cleansing, Excel Formulas, Data Management, Data Analysis, Cloud Computing
状态：新状态：免费试用您将获得的技能: Data Structures, Python Programming, Algorithms, Data Manipulation, Computational Thinking, Programming Principles, Data Processing, Data Dictionary, Computer Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据科学, 微积分, 数值分析, 数据分析, 线性代数, 积分微积分, 统计方法, 制图, 代数, 应用数学, 数学理论与分析, 衍生产品
总之，以下是 10 最受欢迎的 data cleaning 课程
- Looker 数据浏览器 - Qwik Start: Google Cloud
- C++: Non-Linear Data Structures: Codio
- 健康信息学的数据科学: Johns Hopkins University
- Building a Real-World Data Science Solution : Coursera
- Data Visualization with Python & R for Engineers: Northeastern University
- BiteSize Python for Absolute Beginners: Data Structures: University of Colorado Boulder
- Validate Data in Google Sheets: Google Cloud
- Data Science Fundamentals Part 1: Unit 1: Pearson
- Excel Data Analysis and DAX Essentials Course: Simplilearn
- Finding Data in Google Sheets: Google Cloud
