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。

Coursera
您将获得的技能: Azure Synapse Analytics, Data Transformation, Microsoft SQL Servers, Data Pipelines, SQL, Data Manipulation, Time Series Analysis and Forecasting, Advanced Analytics, Data Wrangling, Performance Tuning
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: Spatial Data Analysis, Geographic Information Systems, Geospatial Information and Technology, GIS Software, Spatial Analysis, Data Literacy, Data Analysis, Image Analysis, Data Processing, Data Preprocessing, NumPy, Data Validation, Metadata Management, Data Collection, Data Management
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 面向对象编程(OOP), 单元测试, JSON, Python 编程, 软件测试, 代码重用性, 面向对象设计
中级 · 课程 · 1-4 周

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

您将获得的技能: Feature Engineering, Extract, Transform, Load, Data Pipelines, Data Transformation, Model Evaluation, Pandas (Python Package), Data Storytelling, Data Presentation, Data Preprocessing, Data Processing, PySpark, Data Quality, Apache Spark, Data-Driven Decision-Making, A/B Testing, Data Analysis, Model Training, Data Visualization, Data Governance, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Data Structures, Algorithms, Python Programming, Computer Programming, Geometry, Data Manipulation, Data Management, Data Analysis, Applied Mathematics
中级 · 课程 · 1-3 个月

您将获得的技能: Data Lakes, Microsoft Azure, Data Architecture, Extract, Transform, Load, Power BI, Data Security, Data Transformation, Data Governance, Data Warehousing, Real Time Data, Computing Platforms, Collaborative Software, Data-Driven Decision-Making, Data Integration, Dashboard, Data Analysis, Data Presentation, Cloud Infrastructure, Python Programming, Machine Learning
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 持续集成, 微服务, 文化转型, 软件开发方法, 敏捷软件开发, Agile 方法论, DevOps, 问责制, 云原生计算, CI/CD, 测试驱动开发(TDD), 行为驱动开发, 持续交付, 云计算架构, 团队绩效管理, Scrum(软件开发), 组织发展, 性能指标, 敏捷方法, 持续部署, Agile 软件开发, Devops 工具
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: Data Management, 数据管理, 营销分析, 数据展示, 数据收集, 业务分析, 数据可视化, 商业分析, Power BI, 数据质量, 会计, 数据驱动的营销, 分类算法, Data Governance, 数据分析, 讲故事, 业务工作流程分析, 数据可视化软件, 机器学习, 分析, 数据故事
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

Johns Hopkins University
您将获得的技能: Model Evaluation, 数据预处理, 预测分析, 模型评估, 分类算法, 模型培训, 功能工程, 机器学习方法, 机器学习算法, 分类与回归树 (CART), 监督学习, 随机森林算法, 回归分析, R 程序设计, 机器学习, 应用机器学习, 预测建模, 机器学习软件
混合 · 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