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
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University of Michigan
您将获得的技能: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, Machine Learning Methods, Data Science, Supervised Learning, Generative AI, Machine Learning, Anomaly Detection, Data Preprocessing, Data Analysis, Recurrent Neural Networks (RNNs), Data Manipulation, Python Programming, Exploratory Data Analysis, Machine Learning Algorithms, Jupyter, Classification Algorithms
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：免费试用您将获得的技能: Data Lakes, Data Warehousing, Data Pipelines, Data Governance, Data Architecture, Google Cloud Platform, Data Management, Cloud Storage, Applied Machine Learning, Data Security, Cloud Computing Architecture, Open Source Technology
状态：预览您将获得的技能: Marketing Analytics, Dashboard, Data Visualization, Predictive Modeling, Data-Driven Decision-Making, Data Storytelling, Marketing Strategies, Business Analytics, Marketing, Data Visualization Software, Analytics, Customer Insights, Market Data, Market Research, Data Analysis, Strategic Decision-Making
状态：免费试用您将获得的技能: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Probability & Statistics, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Descriptive Statistics, Data Cleansing, Data Preprocessing, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming
状态：新状态：免费试用您将获得的技能: Apache Hive, Apache Hadoop, Data Warehousing, SQL, Performance Tuning, Databases, Query Languages, Database Management, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation
状态：新状态：预览University of Leeds
您将获得的技能: Data Ethics, Ethical Standards And Conduct, Data-Driven Decision-Making, Responsible AI, Risking, Data Strategy, Analytical Skills, Data Literacy, Research Methodologies
状态：预览SkillUp
您将获得的技能: Data Storytelling, Dashboard, Power BI, Data Visualization, Interactive Data Visualization, Data Analysis, Data Modeling, Data Visualization Software, Data Analysis Expressions (DAX), Star Schema, Data Cleansing, Data Transformation, Data Import/Export, Data Security
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Management and Applications: Packt
- 使用数据流的无服务器数据处理：基础: Google Cloud
- GenAI for Telemedicine Data Security: Coursera
- More Applied Data Science with Python: University of Michigan
- Data Analysis for Business: Fundação Instituto de Administração
- 数据科学应用统计建模: University of Colorado Boulder
- Como criar data lakes e data warehouses no Google Cloud: Google Cloud
- Marketing Analytics: Data Predictions and Dashboards: Coursera
- Applying Python for Data Analysis: Coursera
- Apache Hive: Design, Query & Optimize Big Data: EDUCBA
