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MathWorks
您将获得的技能: Data Science, Data Processing, Applied Machine Learning, Machine Learning, Geographic Information Systems, Big Data, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Data Cleansing, Regression Analysis, Classification Algorithms
状态：预览University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
状态：免费试用Johns Hopkins University
您将获得的技能: 数据操作, 数据清理, R 语言程序设计（中文版）, 仪表板, 数据综合, 数据导入/导出, 数据转换, 数据预处理, 数据扫盲, 数据展示, 制图, 统计可视化, 数据分析, Ggplot2, 数据叙事, 故事板, 统计报告, 数据可视化软件, Tidyverse（R 软件包）
您将获得的技能: Data Pipelines, Big Data, Data Lakes, Microsoft Azure, Data Processing, Extract, Transform, Load, Data Integration, Cloud Management, Cloud Services
状态：免费试用Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Document Management, AI Enablement, Data Analysis, SQL, Generative AI, Artificial Intelligence, Data Visualization, Data Cleansing, Databases
状态：免费试用您将获得的技能: Data-Driven Decision-Making, Data Presentation, Data Storytelling, Data Literacy, Data Analysis, Trend Analysis, Data Ethics, Analytical Skills, Investigation, Decision Making
状态：免费试用Johns Hopkins University
您将获得的技能: 探索性数据分析, 软件安装, R 语言程序设计（中文版）, Rmarkdown, 数据分析, GitHub, 版本控制, 数据科学, 数据扫盲, R（软件）, 统计编程
状态：新状态：免费试用您将获得的技能: Cloud Computing Architecture, Amazon Elastic Compute Cloud, Data Visualization Software, Cloud Storage, Dashboard, Scalability, Data Strategy, Data Integration, Real Time Data, Data Storage
状态：免费试用Johns Hopkins University
您将获得的技能: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Time Series Analysis and Forecasting, Forecasting, Bayesian Statistics, Data Science, Statistical Methods, Anomaly Detection, Probability Distribution, Machine Learning Methods, Estimation, Statistical Analysis, Sampling (Statistics)
Google Cloud
您将获得的技能: 仪表板, 交互式数据可视化, 大数据, Google 云端平台, SQL 服务器报告服务, 数据可视化软件, 数据可视化
状态：免费试用IBM
您将获得的技能: Python 程序设计, R 语言程序设计（中文版）, 机器学习, 其他编程语言, 大数据, Open Source 技术, 计算机编程工具, 云计算, 模型部署, GitHub, 版本控制, Jupyter, Git（版本控制系统）, 数据科学, 数据可视化软件, 应用编程接口 (API), R（软件）
状态：预览Campus BBVA
您将获得的技能: Incident Management, Crisis Management, Security Information and Event Management (SIEM), Data Security, Cybersecurity, Cyber Attacks, Cyber Security Strategy, AI Security, Data Processing, Security Awareness, Anomaly Detection, Data Science, Authentications, Time Series Analysis and Forecasting
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Science Companion: MathWorks
- Exploratory Data Analysis: University of Leeds
- 数据可视化毕业设计: Johns Hopkins University
- Introducción a Azure Data Factory para Big Data: Coursera
- Generative AI Data Analyst: Vanderbilt University
- Data Literacy Essentials: SAS
- 数据科学家的工具箱: Johns Hopkins University
- Orchestrating Data Pipelines and Advanced Data Strategies: Packt
- Data Science Decisions in Time: Using Data Effectively: Johns Hopkins University
- 使用 Google Data Studio 实现数据可视化: Google Cloud
