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: Databricks, Data Lakes, Data Pipelines, Data Integration, Dashboard, PySpark, SQL, Apache Spark, Data Management, Data Transformation, Version Control
您将获得的技能: MySQL, MySQL Workbench, SQL, Data Cleansing, Query Languages, Data Manipulation, Database Management, Databases, Data Quality
状态：免费试用Johns Hopkins University
您将获得的技能: 机器学习, 模型评估, 统计分析, 数据建模, 预测建模, 数据预处理, 统计假设检验, 统计方法, 数据科学, Rmarkdown, 数据分析, 分类与回归树 (CART), R 语言程序设计（中文版）, 统计建模, 探索性数据分析, 回归分析, Tidyverse（R 软件包）, 统计推理
状态：免费试用CertNexus
您将获得的技能: SQL, 数据预处理, 数据转换, 数据收集, 数据操作, 数据仓库, 数据整合, 数据挖掘, 数据迁移, 摘录, 数据清理
您将获得的技能: MySQL Workbench, MySQL, Database Management Systems, Database Management, Data Manipulation, Data Management, SQL, Databases, Query Languages, Data Integration, Data Science
Coursera
您将获得的技能: Ggplot2, Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Data Analysis, Data Management, Pivot Tables And Charts
状态：免费试用Microsoft
您将获得的技能: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Manipulation, Data Management, Data Quality, Data Preprocessing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
Google Cloud
您将获得的技能: Data Cleansing, Data Compilation, Data Wrangling, Data Integration, Data Transformation, Data Manipulation, Data Preprocessing, Google Cloud Platform, Excel Formulas, Self Service Technologies
状态：免费您将获得的技能: Data Validation, Data Cleansing, Alteryx, Data Quality, Microsoft Excel, Data Integrity, Data Integration, Data Import/Export, Data Loss Prevention, Anomaly Detection
您将获得的技能: Descriptive Statistics, R Programming, Statistical Reporting, Data Quality, Data Preprocessing, Statistics, Statistical Methods, Data Manipulation, Data Analysis Software, Data Import/Export
您将获得的技能: Data Manipulation, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Preprocessing, Data Import/Export, Extract, Transform, Load, Exploratory Data Analysis, Big Data, Google Analytics
您将获得的技能: SQL, Database Design, Database Management, Relational Databases, Data Manipulation, Databases, Data Import/Export, PostgreSQL, Database Management Systems, Data Integrity
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Management with Databricks: Big Data with Delta Lakes: Coursera
- Clean Data in SQL using MySQL Workbench: Coursera
- 在 Tidyverse 中建立数据模型: Johns Hopkins University
- 提取、转换和加载数据: CertNexus
- Data Manipulation and Management using MYSQL Workbench: Coursera
- Tidy Messy Data using tidyr in R: Coursera
- Data Preparation and Management: Microsoft
- Working with Cloud Dataprep on Google Cloud: Google Cloud
- Data Validation with Alteryx: Testing and Optimization Tools: Coursera
- Using Descriptive Statistics to Analyze Data in R: Coursera
