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: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
Google Cloud
您将获得的技能: Google Sheets, Query Languages, Spreadsheet Software, Data Manipulation, Data Transformation, Data Cleansing, Excel Formulas, Data Management, Data Analysis, Cloud Computing
状态：新状态：免费试用您将获得的技能: Data Structures, Python Programming, Algorithms, Data Manipulation, Computational Thinking, Programming Principles, Data Processing, Data Dictionary, Computer Programming
状态：免费试用Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
状态：免费试用Whizlabs
您将获得的技能: Amazon S3, Cloud Storage, Data Management, Data Storage Technologies, Data Storage, Network Troubleshooting, Disaster Recovery
状态：预览Northeastern University
您将获得的技能: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Big Data, Data Analysis, Applied Machine Learning, Statistical Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning, Regression Analysis
状态：免费试用Google Cloud
您将获得的技能: Data Governance, 业务转型, 数据处理, 数据驱动的决策制定, 数据转换, 实时数据, 大数据, 云存储, 数据迁移, 数据管理, Data Management, 数据仓库, 数据库系统, 数据战略, 分析, 数字化转型, Google 云端平台, 商业智能
状态：免费试用Digital Marketing Institute
您将获得的技能: Data-Driven Decision-Making, Data Ethics, Customer Analysis, Strategic Marketing, Strategic Decision-Making, Digital Marketing, Business Analytics, Marketing Analytics, Performance Measurement, Marketing Strategy and Techniques, Data Analysis, Pay Per Click Advertising, Data Management, Web Analytics and SEO, Marketing Automation, Smart Goals
状态：新状态：免费试用您将获得的技能: AWS SageMaker, Exploratory Data Analysis, Feature Engineering, Dashboard, Data Presentation, Model Evaluation, Data Visualization, Data Pipelines, Project Documentation, Solution Delivery, Amazon Web Services, Data Analysis, Data Integration, Cloud Development, Technical Documentation, Business Intelligence, Cloud Infrastructure, Technical Communication, Automation, Project Management
状态：免费试用University of Michigan
您将获得的技能: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis
状态：预览Knowledge Accelerators
您将获得的技能: 商业分析, 交互式数据可视化, 数据清理, 仪表板, 数据科学, Power BI, 数据分析, 数据转换, 微软团队, 数据可视化软件, 管理报告, 微软Excel, 数据可视化, 微软 365, 商业智能, 数据展示, 数据建模, 数据导入/导出, 微软动力平台, 微软办公软件
状态：预览Genentech
您将获得的技能: 风险管理, 数据共享, 临床研究, 软件包和软件管理, 临床数据管理, Agile 方法论, 可维护性, 数据质量, 临床试验, GitHub, R 语言程序设计（中文版）, 统计报告, 敏捷软件开发, 版本控制, 质量保证, Devops
总之，以下是 10 最受欢迎的 data cleaning 课程
- Foundations of ML & Python for Data Science: Packt
- Finding Data in Google Sheets: Google Cloud
- Python Fundamentals: Apply Data Structures: EDUCBA
- Machine Learning e Data Mining in R: Università di Napoli Federico II
- AWS: Data Management and Backups: Whizlabs
- Practical Engineering Data Mining: Techniques and Uses: Northeastern University
- 利用 Google 云探索数据 Transformationer: Google Cloud
- Data and Digital Strategy Execution: Digital Marketing Institute
- Building a Real-World Data Science Solution : Coursera
- Logistic Regression and Prediction for Health Data: University of Michigan
