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
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Data Wrangling, NumPy, Python Programming
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据科学, 微积分, 数值分析, 制图, 衍生产品, 数学理论与分析, 代数, 应用数学
状态：免费试用University at Buffalo
您将获得的技能: 运行效率, 精益方法, 案例研究, 数据驱动的决策制定, 根源分析, 卓越运营, 数据伦理, 分析, 流程改进, 物联网, 六西格玛方法, 数据分析, 产品质量（QA/QC）, 数据质量, 质量管理系统, 数据安全, 数据扫盲
状态：免费试用您将获得的技能: Dashboard, Data Visualization Software, Data Visualization, Interactive Data Visualization, Data Presentation, Data Preprocessing, Data Manipulation, Scatter Plots, Data Modeling, Heat Maps, Software Installation
University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Manipulation, Statistical Modeling, Linear Algebra, File I/O, Data Preprocessing, Object Oriented Programming (OOP)
状态：预览Northeastern University
您将获得的技能: Data Warehousing, Data Modeling, Database Design, SQL, Star Schema, Business Intelligence, Databases, Relational Databases, Database Architecture and Administration, Data Mart, Data Integrity, Data Analysis, Snowflake Schema, Data Transformation
状态：免费试用Board Infinity
您将获得的技能: Data Literacy, Decision Making, Data Analysis, Analytical Skills, Case Studies, Logical Reasoning, Data-Driven Decision-Making, Deductive Reasoning, Data Presentation, Data Visualization, Complex Problem Solving, Numerical Analysis
状态：免费试用Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Data Visualization, AI Enablement, Spreadsheet Software, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing
状态：新状态：免费试用您将获得的技能: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Pseudocode, Data Manipulation, Debugging
状态：免费Princeton University
您将获得的技能: 图论, 理论计算机科学, 计算机编程, Algorithm, 线性代数, 计算思维, Java 编程, 数据结构, 运筹学, Networking 路由器
状态：免费试用University of Glasgow
您将获得的技能: Data Literacy, Strategic Leadership, Data-Driven Decision-Making, Business Leadership, Organizational Leadership, Leadership, Data Analysis, Leadership Development, Leadership and Management, Agile Methodology, Project Implementation, Organizational Structure
您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
总之，以下是 10 最受欢迎的 data cleaning 课程
- Mastering Data Analysis with Pandas: Learning Path Part 2: Coursera
- 数据科学的代数和微分计算: University of Colorado Boulder
- 应用分析和决策数据: University at Buffalo
- The Complete Tableau Bootcamp for Aspiring Data Scientists: Packt
- Master of Science in Data Science (Statistics): University of Leeds
- Data Warehousing Essentials for Analytics and AI Support: Northeastern University
- Data Interpretation & Insights: Exam & Recruitment Prep: Board Infinity
- ChatGPT + Excel: AI-Enhanced Data Analysis & Insight: Vanderbilt University
- Mastering Python Logic and Data Structures: EDUCBA
- 算法，第二部分: Princeton University
