Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库,用于实践项目。

Duke University
您将获得的技能: Python Programming, Simulations, Debugging, Statistical Methods, Pandas (Python Package), Program Development, Test Case, Data Science, Development Testing, Software Design, Computational Thinking, Sampling (Statistics), Data Manipulation, Programming Principles, Data Cleansing, Software Development
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Spreadsheet Software, Forecasting, Data Presentation, Dashboard Creation, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Predictive Modeling, Workflow Management, Statistical Analysis, Data Transformation, Data Analysis
初级 · 专业证书 · 3-6 个月

您将获得的技能: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Test Script Development, Data Structures, Java Programming, Algorithms, Software Testing, Java, Test Automation, Software Development, Scalability
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Star Schema, Data Modeling, Database Design, Data Warehousing, Dashboard, Business Reporting, Dashboard Creation, Business Intelligence, Business Process, Business Intelligence Software, Self Service Technologies, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, Large Language Modeling, AI literacy, LLM Application, Content Creation
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 数据收集, Data Management, 数据管理, 讲故事, 数据分析, 商业分析, 机器学习, 会计, 营销分析, 数据可视化软件, Power BI, 数据质量, 数据可视化, Data Governance, 数据故事, 分析, 业务分析, 数据驱动的营销, 分类算法, 数据展示, 业务工作流程分析
攻读学位
初级 · 专项课程 · 3-6 个月

University of California, Davis
您将获得的技能: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Software Versioning, Web Content Accessibility Guidelines, Front-End Web Development, AI Integrations, Application Deployment, Image Quality, Web Development Tools, User Interface (UI) Design
初级 · 专项课程 · 3-6 个月

您将获得的技能: Cloud Security, Apache Spark, Transaction Processing, Cloud Infrastructure, Data Lakes, PySpark, Data Security, Security Controls, Performance Tuning, Cloud Computing, Cloud Computing Architecture, Cloud Storage, Data Storage Technologies, Data Storage, Cloud Deployment, Data Warehousing, Data Management, Infrastructure Architecture, Data Integrity, Infrastructure as Code (IaC)
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 数据分析, 设计元素和原则, 探索性数据分析, 平面和视觉设计, Tableau 软件, 色彩理论, 人为因素, 数据可视化软件, 数据可视化, 数据故事, 数据伦理, 美学, 异常检测, 统计分析, 数据展示, 统计可视化, 以用户为中心的设计, 视觉设计
初级 · 课程 · 1-4 周

Yale University
您将获得的技能: 临床研究, 研究方法, 风险分析, 分析, 欺诈检测, 研究, 科学与研究, 数据扫盲, 医学术语, 科学方法, 统计资料, 描述性统计, 生物统计学, 医学科学与研究, 研究设计, 统计方法
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Data Import/Export, Data Cleansing, Data Preprocessing, Data Analysis, Data Quality, Human Resources Information System (HRIS), Data Ethics, Data Validation, Microsoft Excel, Data Integrity, Verification And Validation, AI Workflows, Relational Databases, Project Documentation
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Geospatial Information and Technology, Environmental Monitoring, Spatial Data Analysis, Model Evaluation, Geographic Information Systems, GIS Software, Data Processing, Spatial Analysis, Image Analysis, Environmental Science, Data Analysis, Data Transformation, Verification And Validation, Technical Communication
初级 · 课程 · 3-6 个月