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Google Cloud
您将获得的技能: Looker (Software), Data Access, Dashboard, Machine Learning, Google Cloud Platform, Data Transformation, Data Infrastructure, SQL, Applied Machine Learning, Big Data, Data Import/Export, Data Storytelling, Data Visualization Software, Database Management, Data Cleansing, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Data Warehousing, Cloud Infrastructure, Data Architecture
状态：免费您将获得的技能: Cloud Storage, Google Cloud Platform, Cloud Management, Data Lakes, Data Import/Export, Data Storage, Big Data, Data Migration
您将获得的技能: Workforce Planning, Job Analysis, Human Resource Strategy, Human Resources, Workforce Management, Google Sheets, Consolidation, Talent Acquisition, Compensation Analysis, Recruitment, Analysis
您将获得的技能: Google Cloud Platform, Data Sharing, Big Data, Data Access, Cloud Computing, Cloud Security, Data Integration, Data Management, Data Visualization
您将获得的技能: Google App Engine, Application Deployment, Google Cloud Platform, Go (Programming Language), Cloud Applications, Cloud Development, Software Testing, Data Access, Big Data, Database Application
您将获得的技能: MySQL, Data Migration, Database Administration, Stored Procedure, User Provisioning, Data Validation
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 深度学习, 图论, Apache Hadoop, 数据库, 可扩展性, 大数据, 数据存储, 分布式计算, 云计算, 数据处理, 机器学习, 机器学习算法, Apache Kafka, Apache Mahout, NoSQL, 实时数据, Apache Spark, 分析
Google Cloud
您将获得的技能: 数据导入/导出, Google 云端平台, 数据分析, 仪表板, 商业智能, 数据整合, Query 语言, 数据管理, 数据迁移, 数据库开发
您将获得的技能: Kubernetes, Google Cloud Platform, Containerization, Time Series Analysis and Forecasting, Cloud Platforms, Data Store
状态：新状态：免费试用University of Colorado System
您将获得的技能: Data Governance, AI Enablement, Health Informatics, Machine Learning Algorithms, Analytics, Advanced Analytics, Data-Driven Decision-Making, Artificial Intelligence, Health Information Management, Decision Support Systems, Business Analytics, Predictive Analytics, Machine Learning, Data Integration, Real Time Data, Artificial Neural Networks
状态：免费试用您将获得的技能: Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Google Cloud Platform, Quality Assurance, Data Warehousing, Data Visualization, Model Deployment, Data Quality, Applied Machine Learning, Scalability, Cloud Security, Machine Learning, SQL, Cloud Storage
状态：预览您将获得的技能: Data Pipelines, Dataflow, Apache Spark, Real Time Data, Data Processing, Jupyter, Performance Tuning, Business Logic
总之，以下是 10 最受欢迎的 data cleaning 课程
- From Data to Insights with Google Cloud 日本語版: Google Cloud
- Cost Optimization and Data Tiering with BigLake and Cloud Storage: Google Cloud
- Building a Hiring Plan by Analyzing Past Data in Sheets: Coursera
- Consuming Customer Specific Datasets from Data Sharing Partners using BigQuery: Google Cloud
- Use Go Code to Work with Google Cloud Data Sources: Google Cloud
- Migrating MySQL User Data When Running Database Migration Service Jobs: Google Cloud
- 云计算应用，第 2 部分：云中的大数据和应用: University of Illinois Urbana-Champaign
- 如何使用 Google Data Studio 和 BigQuery 构建 BI 仪表板: Google Cloud
- Using OpenTSDB to Monitor Time-Series Data on Cloud Platform: Google Cloud
- The data to decision path for infusion of AI in healthcare: University of Colorado System
