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。

Google Cloud
您将获得的技能: Cloud API, Google Cloud Platform, Data Store, Medical Privacy, Application Programming Interface (API), Health Informatics, Health Information Management, Data Import/Export, Cloud Computing, Data Security, Medical Imaging
中级 · 项目 · 不超过 2 小时

您将获得的技能: Data Import/Export, Microsoft Visual Studio, Microsoft Excel, R Programming, Data Processing, Data Cleansing
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python 程序设计, 微服务, 软件包和软件管理, AWS SageMaker, CI/CD, 数据管道, 命令行界面, 云工程, 测试自动化, Algorithm, 集装箱化, Jupyter, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: ASP.NET, Cloud Deployment, Application Deployment, Microsoft Azure, Multi-Tenant Cloud Environments, Cloud Applications, Full-Stack Web Development, User Interface (UI) Design, PostgreSQL, Web Applications, User Interface (UI), Object-Relational Mapping, Database Development, Cloud Services, Database Management, Development Environment, Authentications
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: UI 组件, 扑腾(软件), 安卓开发, 移动开发, 跨平台开发, 网络开发工具, 苹果 iOS
初级 · 项目 · 不超过 2 小时

您将获得的技能: Microsoft Excel, Data Presentation, Data Storytelling, Predictive Modeling, Data Visualization Software, Data Synthesis, Spreadsheet Software, Microsoft Copilot, Excel Formulas, Dashboard, Predictive Analytics, Data Analysis, Report Writing, Data-Driven Decision-Making, Forecasting, Prompt Engineering, Data Manipulation, Data Transformation, Trend Analysis, Data Cleansing
初级 · 课程 · 1-3 个月

Nanjing University
您将获得的技能: Data Analysis, Statistical Analysis, Financial Data, Data Presentation, Data Processing, User Interface (UI), Object Oriented Programming (OOP), Data Capture, Pandas (Python Package), NumPy, Python Programming, Graphical Tools, Data Manipulation, Matplotlib, Data Preprocessing
混合 · 课程 · 1-3 个月
University of Illinois at Urbana-Champaign
获得学位
学位 · 1-4 年

Google Cloud
您将获得的技能: Looker (Software), Spatial Data Analysis, Data Import/Export, Data Visualization, Query Languages, Data Integration, Data Mapping, Big Data, Geographic Information Systems
初级 · 项目 · 不超过 2 小时

您将获得的技能: Apache Kafka, Real Time Data, Data Pipelines, JSON, Java, Docker (Software), Software Versioning
中级 · 课程 · 3-6 个月

您将获得的技能: Reconciliation, Dataflow, Google Cloud Platform, Big Data, Financial Data, Data Pipelines, Data Integration, Event Monitoring
中级 · 项目 · 不超过 2 小时

您将获得的技能: Extract, Transform, Load, Data Sharing, Data Pipelines, Metadata Management, Google Cloud Platform, Data Migration, Data Processing, Big Data, Data Integration, Cloud Storage, Data Warehousing, Data Management, Data Lakes, Data Import/Export, Data Transformation, Apache Spark, Serverless Computing
初级 · 课程 · 1-3 个月