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: Database Management, Data Migration, Apache Cassandra, Docker (Software), Databases, Operational Databases, Database Application, Application Deployment, Data Import/Export
您将获得的技能: Google Gemini, Google Cloud Platform, Generative AI, Marketing Analytics, Customer Insights, Analytics, Business Intelligence, AI Enablement, Predictive Analytics, Query Languages
状态：免费试用Google Cloud
您将获得的技能: Dataflow, Data Pipelines, Extract, Transform, Load, Google Cloud Platform, Data Warehousing, Apache Spark, Data Integration, Serverless Computing, Data Processing, Data Quality, Data Transformation, Cloud Storage
您将获得的技能: Google Gemini, Marketing Strategies, Customer Analysis, Big Data, Forecasting, Customer Insights, Predictive Analytics, Analytics, Target Audience, Data Analysis, Marketing Analytics, Artificial Intelligence, Google Cloud Platform, Generative AI
状态：预览您将获得的技能: Operational Databases, NoSQL, Real Time Data, Scalability, Database Design, Application Deployment, Data Infrastructure, Big Data, Data Manipulation, Performance Tuning, Data Modeling, Distributed Computing, Data Storage Technologies
状态：免费您将获得的技能: Embedded Systems, C (Programming Language), Embedded Software, Data Structures, Programming Principles, Data Management, Performance Tuning, Software Development
状态：免费试用您将获得的技能: Apache Spark, Scala Programming, Data Processing, Big Data, Applied Machine Learning, IntelliJ IDEA, Real Time Data, Graph Theory, Development Environment, Distributed Computing, Performance Tuning
状态：免费试用Microsoft
您将获得的技能: 深度学习, MLOps（机器学习 Operator）, 微软 Azure, 负责任的人工智能, 数据预处理, 机器学习, 模型部署, 应用机器学习, 模型评估, 数据库, 预测建模, 数据科学, 人工智能和机器学习（AI/ML）
您将获得的技能: Google Cloud Platform, Data Pipelines, Data Migration, Extract, Transform, Load, Cloud Storage, Data Infrastructure, Big Data, Data Processing, Data Lakes, Apache Airflow, Analytics, Data Storage, Data Transformation, Metadata Management, Apache Spark, Automation, Real Time Data, Serverless Computing
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 营销活动经理, 网络分析和 SEO, 客户关系管理 (CRM) 软件, 社交媒体营销, 数字化营销, 搜索引擎营销, 推动参与, 跨渠道营销, 用户体验, 营销策划, 社交媒体, 客户体验战略（CX）, 搜索引擎优化, 内容营销, 品牌管理, AI 个性化服务, 营销自动化, 营销策略与技巧, 内容战略, 社交媒体战略
您将获得的技能: Databricks, Real Time Data, PySpark, Apache Hive, Apache Spark, Big Data, Data Processing, SQL, Data Manipulation, Pandas (Python Package)
状态：免费试用University of Michigan
您将获得的技能: 案例研究, 道德标准与行为, 负责任的人工智能, 数据展示, 数据分析, 政治科学, 政策分析, 数据驱动的决策制定, 模型评估, 机器学习, R 语言程序设计（中文版）, 公共政策, 分析, 数据伦理
总之，以下是 10 最受欢迎的 data cleaning 课程
- Migrating an application and data from Apache Cassandra™ to DataStax Enterprise: Google Cloud
- Gemini for Data Scientists and Analysts - Bahasa Indonesia: Google Cloud
- Building Batch Data Pipelines on GCP 日本語版: Google Cloud
- Gemini for Data Scientists and Analysts-Português Brasileiro: Google Cloud
- Real-Time Big Data Access using HBase: Boosting Performance: LearnQuest
- Data Structures with C: Upgrade a Rocket Display Module: Coursera
- Apache Spark with Scala – Hands-On with Big Data!: Packt
- 准备 DP-100：Microsoft Azure 数据科学考试: Microsoft
- Introduction to Data Engineering on Google Cloud - Bahasa Indonesia: Google Cloud
- 数字营销实施：在数据驱动的互联世界中执行战略: University of Illinois Urbana-Champaign
