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
您将获得的技能: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Statistical Visualization, Data Analysis, Python Programming
状态：免费试用University of Washington
您将获得的技能: Python 程序设计, 统计, 数据收集, 数据预处理, 研究, 数据整理, 模型评估, 统计建模, 数据科学, 数据整合, 预测分析, 预测建模, Data Validation, R 语言程序设计（中文版）, 应用机器学习, 数据分析, 功能工程
状态：预览Institut Mines-Télécom
您将获得的技能: Data Governance, Digital Transformation, Data Modeling, Data Management, Data Strategy, General Data Protection Regulation (GDPR), Information Management, Data Literacy, Business Intelligence, Data Quality, Business Analytics, Data-Driven Decision-Making, Information Privacy, Data Analysis, Data Visualization, Big Data, Artificial Intelligence, Business Strategy
状态：免费试用您将获得的技能: Data Visualization, Data Presentation, Responsible AI, Data Storytelling, Prompt Engineering, Data Analysis, AI Enablement, Oral Expression
您将获得的技能: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing, Python Programming
状态：新状态：免费试用您将获得的技能: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Role-Based Access Control (RBAC), Data Analysis Expressions (DAX), Data Pipelines, Authentications, Unstructured Data, Data Visualization, Windows Servers, Network Troubleshooting
状态：免费试用University of California San Diego
您将获得的技能: 数据结构, Algorithm, 面向对象设计, 软件设计, 面向对象编程（OOP）, 理论计算机科学, 计算思维, 图论, Java, Java 编程, 应用程序开发, Networking 路由器, 可维护性
状态：免费试用您将获得的技能: Data Storytelling, Data Visualization, Matplotlib, Plotly, Scientific Visualization, Seaborn, Exploratory Data Analysis
状态：免费试用您将获得的技能: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Data Analysis, Digital Signal Processing, Statistical Methods, Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Applied Machine Learning, Advanced Analytics, Statistical Modeling, Unsupervised Learning, Data Preprocessing, Bayesian Statistics, Model Evaluation, Automation
状态：免费试用Fred Hutchinson Cancer Center
您将获得的技能: Bioinformatics, Molecular Biology, Data Collection, Data Processing, Research, Laboratory Techniques, Analysis, Research Design
状态：免费试用University of Pennsylvania
您将获得的技能: AI 产品战略, 负责任的人工智能, 数据伦理, 管理, 业务转型, 机器学习, 创新, 大数据, Data Governance, AI 赋能, 商业策略, 人工智能, 数据安全
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
总之，以下是 10 最受欢迎的 data cleaning 课程
- Python for Data Visualization:Matplotlib & Seaborn(Enhanced): Coursera
- 规模数据科学--顶点项目: University of Washington
- Data intelligence for businesses and managers: Institut Mines-Télécom
- Speed Up Data Analysis and Presentation Building: Google
- Data Visualization using Plotnine and ggplot: Coursera
- Splunk Analytics & Visualization: From Data to Insights: EDUCBA
- Java 高级数据结构: University of California San Diego
- Python for Data Visualization and Analysis: Edureka
- Analyzing Time Series and Sequential Data: SAS
- Researcher's guide to DNA sequencing data: Fred Hutchinson Cancer Center
