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：预览28DIGITAL
您将获得的技能: 数据访问, 信息管理, 大数据, 安全需求分析, 数据管理, Data Management, 安全管理, 脆弱性评估, 信息系统安全, 数据安全, 密码学
状态：免费试用University of Michigan
您将获得的技能: 抽样（统计）, 非结构化数据, 文本挖掘, Data Validation, 调查, 面试技巧, 定性研究, 数据质量, 研究方法, 数据收集
状态：预览University of Maryland, College Park
您将获得的技能: Product Roadmaps, Agile Product Development, Backlogs, DevOps, Lean Methodologies, Analytics, Agile Methodology, Agile Project Management, Data-Driven Decision-Making, Product Management, Operational Efficiency, Risk Management, Data Science, Product Development, Innovation, Product Strategy
状态：免费试用您将获得的技能: Data Storage Technologies, Data Storage, File Systems, Information Management, Data Centers, Servers, Data Management, Disaster Recovery, Data Integrity, Infrastructure Architecture, Enterprise Architecture, Configuration Management, System Configuration, Scalability
状态：新状态：免费试用您将获得的技能: Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Data Warehousing, Analytics, Data Modeling, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot
状态：免费试用您将获得的技能: Real Time Data, Digital Transformation, Looker (Software), Business Intelligence, Data Strategy, Data Transformation, Business Intelligence Software, Google Cloud Platform, Big Data, Analytics, Data Storage, Data Storage Technologies, Dataflow, Data Pipelines, Data Management, Cloud Solutions
您将获得的技能: Grafana, Apache Kafka, Real Time Data, Data Pipelines, Dashboard, Data Synthesis, Interactive Data Visualization, Data Visualization Software, Data Analysis
状态：新状态：免费试用您将获得的技能: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation
状态：免费试用University of California, Irvine
您将获得的技能: SQL, 商业分析, 数据操作, 数据处理, 决策支持系统, 描述性统计, 数据库管理, 数据库设计, 统计分析, 关系数据库, 统计, 商业智能, 数据科学, 摘录, 微软Excel
Google Cloud
您将获得的技能: Data Security, Google Cloud Platform, Cloud Computing, Data Loss Prevention, Personally Identifiable Information, Cloud Development, Cloud API, Data Cleansing, Node.JS
状态：免费Amazon Web Services
您将获得的技能: Amazon S3, Cloud Storage, Amazon Web Services, Data Storage Technologies, Data Storage, Disaster Recovery, Data Security
University of Colorado System
您将获得的技能: 数据结构, 调试, 图论, 面向对象设计, Unity 引擎, 视频游戏开发, 编程原则, 软件设计模式, Algorithm, C#（编程语言）, 游戏设计, 软件架构
总之，以下是 10 最受欢迎的 data cleaning 课程
- 大数据的安全与隐私 - 第 1 部分: 28DIGITAL
- 数据收集：在线、电话和面对面: University of Michigan
- Product Management: Data Science and Agile Systems: University of Maryland, College Park
- Data Storage Fundamentals with IBM Storage Scale: IBM
- Exam Prep DP-700: Microsoft Fabric Data Engineer Associate: Whizlabs
- Exploring Data Transformation with Google Cloud - Español: Google Cloud
- Confluent: Clickstream Data Analysis Pipeline Using ksqlDB: Google Cloud
- Foundations of Data Science and Machine Learning with Python: Packt
- 数据和关系数据库设计的本质: University of California, Irvine
- Redacting Sensitive Data with the DLP API: Google Cloud
