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Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Data Visualization Software, Predictive Analytics, Debugging, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Data Preprocessing, Exploratory Data Analysis, Predictive Modeling, Data Analysis
状态：免费试用University of Minnesota
您将获得的技能: Social Determinants Of Health, Health Equity, Health Disparities, Health Systems, Community Health, Public Health, Health Informatics, Healthcare Ethics, Health Policy, Maternal Health, Systems Thinking, Statistical Software, Data Analysis, Box Plots, Data Ethics, Substance Abuse, Research Methodologies, Correlation Analysis, Scatter Plots, Environmental Monitoring
状态：免费试用您将获得的技能: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Data Processing, File I/O, Data Transformation, Jupyter, Google Cloud Platform, SQL, Analytics
您将获得的技能: Microsoft Excel, Data Validation, Customer Data Management, Excel Formulas, Microsoft 365, Customer Relationship Management, Data Entry, Spreadsheet Software, Customer Service, Data Security, Data Management, Invoicing, User Accounts, Editing
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Financial Market, Strategic Decision-Making, Statistical Inference
状态：免费试用Microsoft
您将获得的技能: 业务流程建模, 数据建模, 业务过程, 图表设计, 流程图, 数据流图 (DFD), Microsoft Visio, 商业分析
您将获得的技能: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, SAS (Software), Statistical Reporting, Pharmaceuticals, Data Analysis, Statistical Analysis, Informed Consent, Data Manipulation, Descriptive Statistics
状态：预览Fred Hutchinson Cancer Center
您将获得的技能: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Health Care Procedure and Regulation
Google Cloud
您将获得的技能: Google Sheets, Data Sharing, Google Cloud Platform, Spreadsheet Software, Big Data, Data Import/Export, Data Analysis, Real Time Data, Cloud Computing
您将获得的技能: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Security, Performance Tuning, System Configuration, Cloud Storage, Cloud Computing Architecture, Data Security, Apache Spark, Data Integration
状态：免费试用您将获得的技能: 数据管道, 数据转换, 可扩展性, Unix Shell, 网页抓取, Data Mart, Apache Kafka, 数据整合, 数据仓库, 大数据, 外壳脚本, 性能调整, 阿帕奇气流, 数据处理, 摘录, 数据迁移
Google Cloud
您将获得的技能: 健康信息管理, 健康信息学, 健康技术, 应用编程接口 (API), 医疗保健, 数据存储, 基于云的集成, 云 API, 云计算, Google 云端平台
总之，以下是 10 最受欢迎的 data cleaning 课程
- Programming for Python Data Science: Principles to Practice: Duke University
- Social Determinants of Health: Data to Action: University of Minnesota
- Serverless Data Processing with Dataflow: Develop Pipelines en Español: Google Cloud
- Create Customer Support Data with Microsoft Excel: Coursera
- Graduate Certificate in Accounting Data Analytics: University of Illinois at Urbana-Champaign
- 使用 Microsoft Visio 进行数据和业务流程建模: Microsoft
- The Simplest Guide™ to Clinical Data Analysis with SAS: Packt
- Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
- Examining BigQuery Billing Data in Google Sheets: Google Cloud
- Azure SQL Data Warehouse Synapse Analytics Service: Packt
