数据质量课程
数据质量课程可以帮助您学习数据 Validation 技术、数据清理方法以及数据管理中准确性的重要性。您可以掌握识别数据异常、实施质量控制流程和确保符合数据标准的技能。许多课程会介绍用于数据操作的 SQL、用于自动化的 Python 和数据可视化软件等工具，以便有效地分析和展示 Cleaning 数据。
热门数据质量课程和认证
Google
您将获得的技能: Data Preprocessing, Data Integration
Whizlabs
您将获得的技能: AWS SageMaker, AWS Kinesis, Data Integration, Data Lakes, Business Intelligence, Apache Hive, Apache Spark, Amazon Web Services, Extract, Transform, Load, Big Data, Apache Hadoop, Real Time Data, Applied Machine Learning, Data Pipelines, Data Processing, Serverless Computing
University of Michigan
您将获得的技能: 抽样（统计）, 非结构化数据, 调查, 文本挖掘, 面试技巧, 数据质量, 数据收集, 研究方法, 定性研究, 数据验证
您将获得的技能: Data Transformation, Power BI, Data-Driven Decision-Making, Data Integration, Data Cleansing, Data Wrangling, Extract, Transform, Load, Data Preprocessing, Data Modeling, Business Intelligence, Data Visualization Software, Data Quality, Data Analysis
您将获得的技能: Application Lifecycle Management, Azure DevOps, CI/CD, Continuous Delivery, Continuous Integration, DevOps, Data Validation, Data Governance, Data Quality, Test Automation, Extract, Transform, Load, Data Pipelines, Scalability, SQL
University of Colorado Boulder
您将获得的技能: 用户体验设计, 可视化（计算机制图）, 数据可视化软件, 信息隐私, 道德标准与行为, 认证, 交互式数据可视化, 负责任的人工智能, 数据故事, 以用户为中心的设计, 数据伦理, 可用性, 医疗保健伦理, 技术交流, 以人为本的设计, 统计报告, 数据安全, 分析, 网络安全, 数据展示
Duke University
您将获得的技能: 数据处理, 数据操作, 加密技术, 加密, 命令行界面, 实时数据, 拉斯特（编程语言）, 云部署, 系统编程, Python 编程, 软件测试, Amazon Web Services, 云 API, 数据管道, 恢复性应用程序接口, 数据结构
University of Amsterdam
您将获得的技能: 统计假设检验, 数据可视化软件, 差异分析, 精益六西格玛, 回归分析, 统计资料, 数据分析, Minitab, 逻辑回归, 箱形图, 柱状图, 统计分析, 流程改进, 概率分布
Simplilearn
您将获得的技能: Microsoft Excel, Data Validation, Excel Formulas, Spreadsheet Software, Data Quality, Pivot Tables And Charts, Data Cleansing, Project Management, Data Visualization, Timelines, Data Presentation, Graphing
University of Colorado Boulder
您将获得的技能: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting
您将获得的技能: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Manipulation, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics
S.P. Jain Institute of Management and Research
您将获得的技能: Descriptive Statistics, Data Analysis, Analytics, Quantitative Research, Sampling (Statistics), Probability & Statistics, Business Analytics, Statistical Analysis, Regression Analysis, Data-Driven Decision-Making, Statistical Hypothesis Testing, Business Analysis, Microsoft Excel, Variance Analysis, Statistical Inference
总之，以下是 10 最受欢迎的 data quality 课程
- Clean Your Data: Google
- AWS: Data Analytics: Whizlabs
- 数据收集：在线、电话和面对面: University of Michigan
- Power BI: Data Analytics and Data Preparation: Whizlabs
- Advanced Data Testing for Quality at Scale: Coursera
- 数据科学的重要技能: University of Colorado Boulder
- 使用 Rust 的数据工程: Duke University
- 精益六西格玛的数据分析: University of Amsterdam
- Data Validation in Excel for Beginners: Simplilearn
- Fundamental Tools of Data Wrangling: University of Colorado Boulder
