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：免费试用您将获得的技能: Prompt Engineering, Excel Formulas, Generative AI, Data Pipelines, Responsible AI, Data Processing, Debugging, Microsoft Excel, Automation, Data Transformation, Artificial Intelligence, Data Analysis, SQL, Natural Language Processing
状态：新状态：预览您将获得的技能: Salesforce, Data Mapping, Advanced Analytics, Data Integration
状态：免费试用Macquarie University
您将获得的技能: 创新, 仪表板, 预测建模, 商业分析, 时间序列分析和预测, 相关性分析, 数据驱动的决策制定, 预测, 商业道德, 统计, SAS（软件）, 数据分析, 分析技能, 趋势分析, 可持续商业, 柱状图, 商业智能
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 商业分析, 数据驱动的决策制定, 数据分析, 信息图表, 分析, 数字化营销, 医疗保健, 数据收集, 数据可视化软件, 数据质量, 数据叙事, 数据可视化, 数据扫盲, 沟通
您将获得的技能: Pandas (Python Package), Data Analysis, Data Manipulation, Time Series Analysis and Forecasting, Python Programming
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：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Johns Hopkins University
您将获得的技能: Precision Medicine, Clinical Trials, Data Analysis, Data-Driven Decision-Making, Analytics, Data Science, Strategic Decision-Making, Root Cause Analysis, Random Forest Algorithm, Treatment Planning, Personalized Service, A/B Testing, Machine Learning, Online Advertising
状态：预览您将获得的技能: Power BI, Data Analysis Expressions (DAX), Interactive Data Visualization, Data Storytelling, Dashboard, Data Visualization Software, Business Intelligence, Data Security, Data Integration, Data Transformation, Data Management, Data Modeling, Data Cleansing, Software Installation
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
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
- Coding and Automation for Data Analysis with Generative AI: Microsoft
- Ace the Salesforce Certified Tableau Data Analyst Exam: Packt
- 商业智能和数据分析：产生洞察力: Macquarie University
- 商业分析入门：数据交流: University of Illinois Urbana-Champaign
- Mastering Data Analysis with Pandas: Learning Path Part 4: Coursera
- Mastering Python Logic and Data Structures: EDUCBA
- Data Interpretation & Insights: Exam & Recruitment Prep: Board Infinity
- Data Warehousing Essentials for Analytics and AI Support: Northeastern University
- Data Science Decisions in Time: Using Causal Information: Johns Hopkins University
- Master Data Transformation at Scale with Power BI Desktop: Board Infinity
