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：新您将获得的技能: Data Analysis Expressions (DAX), Power BI, Business Intelligence, Data-Driven Decision-Making, Data Modeling, Database Design, Microsoft Power Platform, Snowflake Schema, Data Transformation, Extract, Transform, Load, Data Storytelling, Data Strategy, Data Integration, Data Cleansing, Process Improvement and Optimization, Data Analysis, Data Management, Data Governance, Data Quality, Relationship Management
状态：预览您将获得的技能: Spreadsheet Software, Microsoft Excel
状态：免费试用您将获得的技能: 招聘, 投资组合管理, 数据科学, 面试技巧, 专业网络, 工作分析, 专业发展, 解决问题, 数据分析, Python 程序设计, 写作, 演讲, 商业研究, 沟通, 公司名称
Google Cloud
您将获得的技能: Dataflow, Google Cloud Platform, NoSQL, Cloud Storage, Data Pipelines, Data Integration, Data Storage Technologies, Data Processing, Big Data, Data Validation
您将获得的技能: Data Visualization, Microsoft Excel, Data Visualization Software, Data Import/Export, Business Reporting, Report Writing, Microsoft 365
状态：免费试用University of Washington
您将获得的技能: 数据科学, Algorithm, Apache Spark, 数据处理, 图论, 数据流, 云计算, 可扩展性, 分布式计算, 数据操作, Python 程序设计, 大数据, 数据库系统, 数据分析, SQL, 关系数据库, NoSQL, 数据库, Query 语言, Apache Hadoop
状态：免费试用Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Serverless Computing, Identity and Access Management, Data Infrastructure, Cloud Security, Cloud Computing, Data Integrity, Performance Tuning, CI/CD, Data Processing, Debugging, Real Time Data, System Monitoring, Data Storage Technologies, Unit Testing, Containerization, Interoperability, File I/O, Data Transformation
状态：免费试用Johns Hopkins University
您将获得的技能: 命令行界面, 数据处理, Linux 命令, Unix 命令, 生物信息学, 大数据, 分子生物学, Unix, 数据管理, Data Management, 数据分析软件, 文件管理
状态：免费试用Banco Interamericano de Desarrollo
您将获得的技能: Data Storytelling, Data Visualization, Data Governance, Process Improvement, Data Strategy, Process Mapping, Data-Driven Decision-Making, Performance Improvement, Data Visualization Software, Organizational Effectiveness, Organizational Leadership, Business Leadership, Strategic Decision-Making, Leadership, Change Management
您将获得的技能: Exploratory Data Analysis, Correlation Analysis, Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Statistical Analysis, Python Programming
状态：新状态：免费试用您将获得的技能: PySpark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Transformation, Unstructured Data, Simulation and Simulation Software, Data Manipulation, Image Analysis
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 脚本, Matplotlib, Pandas（Python 软件包）, 数据库管理, 回归分析, NumPy, Python 程序设计, 数据预处理, 数据结构, 数据库, 数据操作, 数据建模, SQL, Jupyter, 会计, Seaborn, 数据可视化, 脚本语言
总之，以下是 10 最受欢迎的 data cleaning 课程
- Power BI Essentials: Data Transformation & Modeling with DAX: Edureka
- Data Storytelling with Power BI: Edureka
- 数据科学家职业指南和面试准备: IBM
- Streaming Data to Bigtable: Google Cloud
- Data Visualization using Microsoft Excel: Coursera
- 大规模数据处理：系统与算法: University of Washington
- Serverless Data Processing with Dataflow: Google Cloud
- 基因组数据科学的命令行工具: Johns Hopkins University
- Estrategias efectivas en organizaciones data-driven: Banco Interamericano de Desarrollo
- Exploratory Data Analysis With Python and Pandas: Coursera
