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：预览您将获得的技能: Generative AI, Business Analytics, Analytics, Data Quality, Data Integration, AI Product Strategy, Business Workflow Analysis, Process Optimization, Responsible AI, Data Analysis, Ethical Standards And Conduct
状态：预览University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
状态：免费试用University of Maryland, College Park
您将获得的技能: 统计建模, 统计分析, R 语言程序设计（中文版）, 数据清理, 数据质量, STATA （软件）, 数据转换, 统计方法, 回归分析, R（软件）, 数据分析, 统计软件, 抽样（统计）
状态：新状态：免费试用您将获得的技能: Data Wrangling, Data Import/Export
状态：免费试用University of Pennsylvania
您将获得的技能: Data Storytelling, Data Presentation, Feature Engineering, Data Visualization Software, Unsupervised Learning, SQL, Data Analysis, Model Evaluation, Seaborn, Data Visualization, Tableau Software, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, Analytics, Presentations, Verbal Communication Skills, Matplotlib, Data Science, Machine Learning
状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, MongoDB, Database Development, Database Management Systems, Databases, Data Modeling, Database Architecture and Administration, NoSQL, Relational Databases, Unified Modeling Language, SQL, Data Integrity, Performance Tuning, Diagram Design, Software Architecture, Conceptual Design
状态：免费试用Universidad Nacional Autónoma de México
您将获得的技能: 可扩展性, 可维护性, Apache Hadoop, 事务处理, NoSQL, 数据库设计, 数据库, 软件设计, 系统设计, 数据库系统, 数据处理, 关系数据库, SQL, 大数据, 非结构化数据, 数据挖掘, 数据架构
状态：预览Fundação Instituto de Administração
您将获得的技能: Big Data, Internet Of Things, Social Network Analysis, Text Mining, Apache Hadoop, Business Intelligence, Unstructured Data, Analytics, Real Time Data, Cloud Computing, Data Storage, Data Science, Marketing Analytics, Fraud detection
状态：免费试用University of Washington
您将获得的技能: 亚马逊网络服务, 统计可视化, 数据伦理, 大数据, 道德标准与行为, 数据叙事, 技术交流, 云计算, 数据可视化软件, 信息隐私, Data Governance
状态：免费试用Alberta Machine Intelligence Institute
您将获得的技能: Python 程序设计, Data Validation, 线性代数, 数据伦理, 无监督学习, 数据质量, 机器学习, 统计分析, 数据清理, 计算机编程, 机器学习算法, 应用机器学习, 功能工程, 监督学习, 模型评估, 数据预处理
状态：预览Board Infinity
您将获得的技能: Data Visualization Software, Dashboard, Data Visualization, Interactive Data Visualization, Data Transformation, Tableau Software, Data Storytelling, Data Manipulation, Exploratory Data Analysis, Heat Maps, Scatter Plots, Data Analysis, Forecasting, Geospatial Mapping
Coursera
您将获得的技能: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Python Programming
总之，以下是 10 最受欢迎的 data cleaning 课程
- GenAI in Data Analytics: Meta
- Programming for Data Science: University of Leeds
- 处理缺失数据: University of Maryland, College Park
- Data Structures in Python: Google
- How to Use Data: University of Pennsylvania
- Data-Driven Systems: DBMS, SQL & Data Modeling: Northeastern University
- 设计数据密集型应用程序: Universidad Nacional Autónoma de México
- Introdução ao Big Data : Fundação Instituto de Administração
- 传播数据科学成果: University of Washington
- 机器学习数据: Alberta Machine Intelligence Institute
