数据处理课程
数据处理课程可以帮助您学习数据清洗、转换技术和探索性数据分析。您可以掌握使用函数进行数据聚合、过滤数据集和有效实现信息 Visualization 的技能。许多课程都会介绍 Python、R 和 SQL 等工具，这些工具支持处理大型数据集和执行复杂的分析。您还将探索 Pandas 和 NumPy 等库，它们可简化数据处理任务，提高您从原始数据中获得洞察力的能力。
热门数据处理课程和认证
IBM
您将获得的技能: 关系数据库, 数据可视化, 网络抓取, Ggplot2, 统计可视化, 数据可视化软件, 数据操作, 统计分析, 数据展示, 数据库开发, 查询语言, Rmarkdown, 传单（软件）, 数据分析, 探索性数据分析, Model Evaluation, 模型评估, R（软件）, 数据库设计, 数据整理, 闪亮（R 套件）
Coursera
您将获得的技能: Email Marketing, Data-Driven Marketing, Gap Analysis, Marketing Analytics, Performance Analysis, Microsoft Excel, Campaign Management, Data-Driven Decision-Making, Performance Measurement, Variance Analysis, Performance Improvement, Data Analysis, Performance Reporting, Correlation Analysis
您将获得的技能: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Database Systems, Data Management, Microsoft Azure, Data Transformation, Database Management Systems, Data Integration, Data Governance, Data Storage Technologies, Analytics, Data Storage, Data Analysis
Google Cloud
您将获得的技能: 仪表板创建, 数据可视化, 交互式数据可视化, 数据可视化软件, Google Cloud 平台, 仪表板
您将获得的技能: Data Architecture, Distributed Computing, Data Modeling, Scalability, Data Management, Data Strategy, Software Architecture, Semantic Web, Continuous Deployment, Information Architecture, CI/CD, Maintainability, AI Enablement, Organizational Structure, AI Integrations, Product Automation, Interoperability, Data Analysis, Generative AI
University of Leeds
您将获得的技能: Data Presentation, Data Storytelling, Technical Communication, Scientific Visualization, Technical Writing, Communication, Writing, Generative AI, Responsible AI, Graphic and Visual Design, Design Elements And Principles
University of Illinois Urbana-Champaign
您将获得的技能: 数据可视化, 权责发生制会计, 分析, 数据收集, 收入确认, 大数据, 财务报表, 会计, 数据故事, 数据展示, 数据质量, 财务会计, 业务分析, 数据分析, 现金流量, 资产管理, 商业分析, 讲故事, 知识产权, 业务工作流程分析
MathWorks
您将获得的技能: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms
您将获得的技能: Microsoft Azure, Data Transformation, Data Pipelines, Data Flow Diagrams (DFDs), Extract, Transform, Load, Dataflow, Data Storage Technologies, Data Integration, Data Storage
您将获得的技能: Data Modeling, Power BI, Data Wrangling, Data Manipulation, Database Design, Data Transformation, Dashboard, Data Integration, Star Schema, Relational Databases, Data Cleansing, Data Processing
Johns Hopkins University
您将获得的技能: 数据可视化, Ggplot2, 统计可视化, 数据可视化软件, 地理空间信息与技术, 交互式数据可视化, 可视化（计算机制图）, 绘图（图形）, 柱状图, R 程序设计, 地理空间制图, R（软件）, 散点图, 数据映射, 地理信息系统, 图形工具, 平面和视觉设计
John Wiley & Sons
您将获得的技能: Health Informatics, Risk Management, Value-Based Care, Clinical Practices, Health Care Administration, Health Systems, Analytics, Health Information Management, Health Care, Business Analytics, Risk Analysis, Healthcare Industry Knowledge, Analytical Skills, Health Technology, Enterprise Modeling, Healthcare Ethics, Patient-centered Care, Health Education, Data Science, Business Strategy
总之，以下是 10 最受欢迎的 data manipulation 课程
- 使用 R 的应用数据科学: IBM
- Pivot Campaign Data: Coursera
- Data Storage and Management for Big Data: Microsoft
- 使用 Google Data Studio 实现数据可视化: Google Cloud
- Managing Data as a Product: Scalable Data Architectures: Packt
- Data Science: Data Storytelling and Presentation Skills: University of Leeds
- 商业数据管理与交流: University of Illinois Urbana-Champaign
- Data Science Companion: MathWorks
- Create Mapping Data Flows in Azure Data Factory: Coursera
- Data Modelling Essentials: Packt
