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
状态：免费试用Duke University
您将获得的技能: Strategic Decision-Making, Dealing With Ambiguity, Performance Analysis, Performance Measurement, Customer Analysis, Adaptability, Decision Making, Strategic Prioritization, Dashboard, Strategic Thinking, Data-Driven Decision-Making, Market Opportunities, Business Metrics, Business Analytics, Business Intelligence, Data Science, Data Analysis, Operational Efficiency, Risk Management, Change Management
您将获得的技能: Microsoft SQL Servers, Data Security, Microsoft Azure, Cloud Security, Database Management, Data Management, Data Access, Role-Based Access Control (RBAC)
Coursera
您将获得的技能: 生成对抗网络 (GAN), 欺诈检测, 张力流, 数据预处理, 降维, 生成式人工智能, Keras（神经网络库）, 深度学习, 探索性数据分析, Python 程序设计, 数据可视化, 异常检测, 数据综合
状态：免费试用University of Colorado System
您将获得的技能: 数据分析, 编程原则, 数据可视化软件, 描述性统计, 统计分析, C（编程语言）, 数据结构, 计算思维
状态：免费试用您将获得的技能: Data Analysis Expressions (DAX), Power BI, Dashboard, Pivot Tables And Charts, Data Transformation, Data Visualization Software, Interactive Data Visualization, Data Modeling, Data Presentation, Data Manipulation, Business Intelligence, Microsoft Excel, Microsoft Power Platform, Report Writing, Data Cleansing
Northeastern University
您将获得的技能: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing
状态：免费试用您将获得的技能: Power BI, Dashboard, Business Intelligence, Data Presentation, Data Storytelling, Data Visualization Software, Data Transformation, Data Analysis Expressions (DAX), Business Analytics, Data Modeling, Star Schema, Data-Driven Decision-Making, Pivot Tables And Charts, Key Performance Indicators (KPIs), Interactive Data Visualization, Microsoft Power Platform, Microsoft Excel, Data Management, Data Analysis, Advanced Analytics
状态：免费试用您将获得的技能: Rmarkdown, Box Plots, Plot (Graphics), Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Visualization Software, Data Analysis, R Programming, Python Programming
状态：免费试用Google Cloud
您将获得的技能: 数据库管理员, 数据导入/导出, 数据存储技术, 数据流, 云 API, 数据库架构与管理, 数据管理, 数据库, Google 云端平台
状态：免费试用University of Michigan
您将获得的技能: 数据操作, 数据清理, 公共行政, 数据分析, 调查, 政策分析, 公共政策, 人口统计, 统计编程, R 语言程序设计（中文版）, 数据转换, 数据可视化, Tidyverse（R 软件包）
状态：预览Northeastern University
您将获得的技能: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability
Google Cloud
您将获得的技能: Google Cloud Platform, Query Languages, Data Access, Gemini, Big Data, SQL, Ad Hoc Analysis, Analysis
总之，以下是 10 最受欢迎的 data quality 课程
- Data-Driven Decision-Making for Agile Organizations: Duke University
- Data Management with Azure: Implement Compliance Controls: Coursera
- 利用 Gen AI 实现数据平衡：信用卡欺诈检测: Coursera
- 数据分析与表示、选择与迭代: University of Colorado System
- Data Preparation and Visualization with Power BI: Packt
- Master of Science in Data Analytics Engineering: Northeastern University
- Exam Prep PL-300: Microsoft Power BI Data Analyst Associate: Whizlabs
- Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
- 云扳手 - 加载数据和执行备份: Google Cloud
- 使用 R 进行公共部门数据分析的基础知识: University of Michigan
