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: Graph Theory, Data Structures, Algorithms, Program Development, Programming Principles, Computational Thinking, Theoretical Computer Science, Computer Science, Python Programming
您将获得的技能: Azure Synapse Analytics, Data Migration, Microsoft Azure, Data Warehousing, SQL Server Integration Services (SSIS), Microsoft SQL Servers, Cloud Security, Performance Tuning, System Configuration, Cloud Storage, Cloud Computing Architecture, Data Security, Apache Spark, Data Integration
状态：预览The Hong Kong University of Science and Technology
您将获得的技能: 数据分析, 定量研究, 社会经济学, 文化多样性, 分析, 大数据, 世界历史, 社会科学, 经济学, 人口统计, 人类学, 社会学
状态：新状态：预览Northeastern University
您将获得的技能: Database Design, Database Theory, Database Management, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, SQL, NoSQL, Data Modeling, Unified Modeling Language, Query Languages, Data Integrity, Data Manipulation, Performance Tuning
状态：免费试用您将获得的技能: Dataflow, Serverless Computing, Data Pipelines, Identity and Access Management, Cloud Security, Data Security, Google Cloud Platform, Data Processing, Containerization
您将获得的技能: Clinical Trials, Clinical Data Management, Clinical Research, Case Report Forms, SAS (Software), Statistical Reporting, Pharmaceuticals, Data Analysis, Statistical Analysis, Informed Consent, Data Manipulation, Descriptive Statistics
Google Cloud
您将获得的技能: MySQL, Google Cloud Platform, Data Migration, Database Management, SQL, Big Data, Extract, Transform, Load, Data Pipelines, Data Management, Cloud Deployment
状态：免费试用您将获得的技能: 数据处理, 网页抓取, 数据整合, Data Mart, 外壳脚本, Apache Kafka, 数据仓库, 大数据, 数据管道, 数据迁移, Unix Shell, 摘录, 性能调整, 可扩展性, 阿帕奇气流, 数据转换
状态：预览University of Pennsylvania
您将获得的技能: 图论, 数据分析, R 语言程序设计（中文版）, 定量研究, R（软件）, 研究设计, 统计方法, 统计推理, 统计分析, 统计建模, 回归分析
您将获得的技能: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Governance, Health Information Management, Regulatory Compliance, Data Architecture, Medical Records, Scalability, Health Care Procedure and Regulation, Data Security, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Microsoft Azure, Health Technology, Interoperability, Encryption, Identity and Access Management, Role-Based Access Control (RBAC), Real Time Data
状态：免费试用Microsoft
您将获得的技能: 应用安全, 防火墙, Encryption, 基于角色的访问控制（RBAC）, 数据存储, 信息技术业务, 硬件架构, 数据管理, Data Management, 信息系统安全, 灾难恢复, 数据安全, Microsoft Windows, 系统配置, 软件安装, 身份和访问管理, 计算机硬件, 网络安全
状态：新状态：免费试用您将获得的技能: AWS Kinesis, Amazon Redshift, Real Time Data, Data Pipelines, Serverless Computing, Amazon Web Services, Extract, Transform, Load, Apache Spark, Apache Airflow, Interactive Data Visualization, Amazon S3, Data Transformation, Data Security, Scalability
总之，以下是 10 最受欢迎的 data cleaning 课程
- Foundations of Data Structures and Algorithm Analysis: Packt
- Azure SQL Data Warehouse Synapse Analytics Service: Packt
- 了解中国，1700-2000：数据分析方法，第二部分: The Hong Kong University of Science and Technology
- Data Management and Database Design Part 1: Northeastern University
- Serverless Data Processing with Dataflow: Foundations em Português Brasileiro: Google Cloud
- The Simplest Guide™ to Clinical Data Analysis with SAS: Packt
- Online Data Migration to BigQuery using Striim: Google Cloud
- 使用 Shell、Airflow 和 Kafka 的 ETL 和数据管道: IBM
- 因果关系速成班 从观察数据中推断因果效应: University of Pennsylvania
- Healthcare Data Management, Security, and Compliance: Microsoft
