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: MySQL Workbench, MySQL, Database Management Systems, Database Management, Data Manipulation, Data Management, SQL, Databases, Query Languages, Data Integration, Data Science
您将获得的技能: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Transformation, Data Manipulation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis
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
University of Michigan
您将获得的技能: Data Quality, Quantitative Research, Data Validation, Data Collection, Data Processing, Data Analysis, Data Integrity, Model Evaluation, Data Access, Statistical Analysis, Sampling (Statistics)
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
University of Colorado System
您将获得的技能: 数据质量, 查询语言, 健康信息学, 数据建模, 数据仓库, 数据转换, 数据整合, 临床数据管理, 关系数据库, 摘录, 数据库设计
Johns Hopkins University
您将获得的技能: 数据分析, 数据科学, Data Management, 数据管理, R 程序设计, 探索性数据分析, 数据转换, 数据整理, 数据操作, 文件管理, 数据清理, 数据可视化, Tidyverse（R 软件包）, R（软件）, 数据导入/导出
Fred Hutchinson Cancer Center
您将获得的技能: Data Ethics, Data Sharing, Personally Identifiable Information, Clinical Research Ethics, Medical Privacy, Data Management, Institutional Review Board (IRB), Healthcare Ethics, Clinical Research, Data Security, Data Governance, Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Informed Consent
您将获得的技能: Data Loss Prevention, Personally Identifiable Information, Data Pipelines, Cloud-Based Integration, Cloud Storage, Data Security, Data Integration, Data Management, Data Transformation, Cloud Management, DevOps
Google Cloud
您将获得的技能: Big Data, Data Cleansing, Exploratory Data Analysis, Google Analytics, Data Integration, Data Manipulation, SQL, Database Administration
University of Colorado Boulder
您将获得的技能: Pivot Tables And Charts, Data Manipulation, Data Transformation, Data Preprocessing, Data Warehousing, Data Cleansing, Dimensionality Reduction, Data Quality, Anomaly Detection, Feature Engineering, Sampling (Statistics), Exploratory Data Analysis
Johns Hopkins University
您将获得的技能: 查询语言, 数据库, R 程序设计, 数据转换, 关系数据库, 数据操作, Tidyverse（R 软件包）, Google 工作表, 数据整合, 数据导入/导出, 可扩展标记语言（XML）, 非结构化数据, 电子表格软件, 网络抓取, 应用编程接口 (API)
总之，以下是 10 最受欢迎的 data cleaning 课程
- Data Manipulation and Management using MYSQL Workbench: Coursera
- DataPrep for H2O Driverless AI: H2O.ai
- Creating a Data Transformation Pipeline with Cloud Dataprep: Google Cloud
- Measuring Total Data Quality: University of Michigan
- Working with Cloud Dataprep on Google Cloud: Google Cloud
- 临床数据模型和数据质量评估: University of Colorado System
- Tidyverse 简介: Johns Hopkins University
- Best Practices for Ethical Data Handling: Fred Hutchinson Cancer Center
- Redacting Confidential Data within your Pipelines in Cloud Data Fusion: Google Cloud
- Troubleshooting and Solving Data Join Pitfalls: Google Cloud
