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Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, R (Software), Data Mining, Statistical Programming, Predictive Modeling
状态：免费您将获得的技能: Power BI, Interactive Data Visualization, Data Visualization, Data Presentation, Dashboard, Trend Analysis, Exploratory Data Analysis, Customer Analysis, Data Visualization Software, Sales, Business Intelligence, Data Analysis, Business Analytics, Data Import/Export
状态：预览Ball State University
您将获得的技能: Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Programming, Statistical Analysis, Probability Distribution, Statistical Inference, Bayesian Statistics, Data Science, Sampling (Statistics), Statistical Hypothesis Testing, R Programming, Dimensionality Reduction, Simulations, Statistical Visualization
状态：免费试用您将获得的技能: Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Dataflow, Data Architecture, Tensorflow, Big Data, Data Warehousing, Query Languages, Apache Spark, Real Time Data, SQL, Data Management, Unstructured Data, Applied Machine Learning, Data Processing, Apache Hadoop, Extract, Transform, Load, PySpark
状态：预览University of Illinois Urbana-Champaign
您将获得的技能: Data Visualization, Data Visualization Software, Empathy, Tableau Software, Risk Analysis, Data-Driven Decision-Making, Data Analysis, Risk Management, Empathy & Emotional Intelligence, Stakeholder Analysis, Business Risk Management, Human Centered Design, Decision Making, User Research, Risk Control, Behavioral Economics, Psychology
状态：免费试用Fundação Instituto de Administração
您将获得的技能: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
状态：免费试用您将获得的技能: Responsible AI, AI Security, Telehealth, Health Technology, Generative AI, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Ethics, Regulatory Compliance, Health Care Procedure and Regulation, Security Strategy, Medical Privacy, Data Security, Analysis, Innovation, Design
状态：免费试用您将获得的技能: Mac OS, Data Management, File Management, Unix Commands, Unix, Application Performance Management, Data Storage, Application Deployment, Data Security, Application Security, Disaster Recovery
状态：免费试用Johns Hopkins University
您将获得的技能: 数据整理, 绘图（图形）, R 语言程序设计（中文版）, 数据可视化软件, 图形工具, 图形软件, 热图, 数据可视化, Ggplot2, Tidyverse（R 软件包）, 散点图
状态：免费试用University of Colorado Boulder
您将获得的技能: 定量研究, 数据分析, 数据科学, 数据建模, 统计假设检验, 数学建模, R 语言程序设计（中文版）, 统计方法, 概率与统计, 机器学习, 回归分析, 预测建模, 数据伦理, 统计分析, 逻辑回归, 统计建模, 功能工程, 模型评估, 统计推理, 研究设计
状态：新Illinois Tech
您将获得的技能: Health Informatics, Medical Records, Health Information Management, Interoperability, Health Care, Electronic Medical Record System, Clinical Data Management, Internet Of Things, Emerging Technologies, Data Management, Unstructured Data, Data Integration, Data Modeling, Data Transformation, Scalability
状态：免费试用Google Cloud
您将获得的技能: 数据处理, 集装箱化, 数据流, 无服务器计算, 云计算, 互操作性, 数据管道, 数据基础设施, 数据存储技术, 身份和访问管理, 云安全
总之，以下是 10 最受欢迎的 data cleaning 课程
- Advanced Statistical Techniques for Data Science: Illinois Tech
- PowerBI for Beginners: Sales Data Exploration: Coursera
- Statistical Methods for Data Science: Ball State University
- Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
- Empathy, Data, and Risk: University of Illinois Urbana-Champaign
- Data Analysis for Business: Fundação Instituto de Administração
- GenAI for Telemedicine Data Security: Coursera
- Data Management and Applications: Packt
- 用 ggplot2 在 R 中实现数据可视化: Johns Hopkins University
- 数据科学应用统计建模: University of Colorado Boulder
