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University of Colorado Boulder
您将获得的技能: Statistical Hypothesis Testing, Correlation Analysis, Statistical Analysis, Statistical Software, Probability & Statistics, Data Analysis, R (Software), Data Visualization, Statistical Inference, Variance Analysis, Sampling (Statistics)
状态：免费试用American Psychological Association
您将获得的技能: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Statistical Methods, Descriptive Statistics, Histogram, Data Analysis, Box Plots, Exploratory Data Analysis, Graphing, Data Visualization Software, Data Literacy, Probability & Statistics, Quantitative Research, Variance Analysis, Statistical Visualization, Statistics, Social Sciences
状态：免费试用Coursera
您将获得的技能: 负责任的人工智能, 数据转换, 生成式人工智能, 预测分析, 高级分析, 数据预处理, 数据分析, AI 产品战略, 机器学习算法, 分析
状态：新状态：免费试用您将获得的技能: Data Wrangling, Data Import/Export
状态：免费试用University of California, Irvine
您将获得的技能: 数据叙事, 描述性统计, 数据可视化软件, Tableau 软件, 探索性数据分析, 数据展示, 描述性分析, 绘图（图形）, 数据分析, 统计可视化, 柱状图
状态：免费试用您将获得的技能: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Technical Communication
状态：免费试用Duke University
您将获得的技能: Python 程序设计, Data Governance, 数据管道, 分布式计算, NumPy, 拉斯特（编程语言）, 亚马逊网络服务, 命令行界面, 无服务器计算, 云 Native 计算, 云计算, 数据湖, 软件工程, 摘录, 云技术, 大数据, Google 云端平台, 云存储
University of Huddersfield
您将获得的技能: Integral Calculus, Matplotlib, Calculus, Differential Equations, Data Visualization Software, Python Programming, Data Analysis, Mathematical Modeling, Engineering Analysis, Applied Mathematics, Data Manipulation, Statistical Analysis, Data Structures, Computer Programming, Pandas (Python Package), Debugging, NumPy, Object Oriented Programming (OOP)
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
Google Cloud
您将获得的技能: Google Cloud Platform, Data Presentation, Data Visualization Software, Data Import/Export, Big Data, Analytics, Cloud Computing
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
总之，以下是 10 最受欢迎的 data quality 课程
- Data Driven Decision Making: University of Colorado Boulder
- Data Exploration in Psychology: American Psychological Association
- 数据分析师的 GenAI: Coursera
- Data Structures in Python: Google
- Data Analytics and Machine Learning for Big Data: Microsoft
- 数据可视化最佳实践: University of California, Irvine
- Data Literacy in Practice: SAS
- 云数据工程: Duke University
- BSc Data Science: University of Huddersfield
- Conducting Exploratory Data Analysis: Coursera
