科学计算课程可以帮助您学习数值方法、数据分析、算法开发和模拟技术。您可以掌握 Python 和 R 等编程语言以及数学建模和统计分析的技能。许多课程都会介绍 MATLAB、NumPy 和 SciPy 等工具,这些工具支持有效地实施算法和处理大型数据集。

University of Pennsylvania
您将获得的技能: 科学与研究, 研究方法, 模拟, 研究, 科学方法, 同行评审, 实验, 道德标准与行为, 数据收集, 研究设计
中级 · 课程 · 1-4 周

您将获得的技能: Cloud-Native Computing, Amazon DynamoDB, Cloud Deployment, Infrastructure as Code (IaC), Databases, Database Systems, Microservices, Cloud Security, User Provisioning, Event-Driven Programming
初级 · 课程 · 1-3 个月

您将获得的技能: Databricks, Data Lakes, Data Transformation, Data Quality, Data Governance, Data Pipelines, Real Time Data, Data Warehousing, Data Management, Terraform, Data Validation, Apache Spark, Data Integrity, Data Storage, CI/CD, Cloud Computing, Scalability, Data Security
初级 · 课程 · 1-3 个月

您将获得的技能: Patch Management, Microsoft Azure, Cloud Management, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Cloud Services, Cloud Deployment, Disaster Recovery, Virtual Machines, Kubernetes, Cloud Platforms, Role-Based Access Control (RBAC), Virtual Networking, Windows PowerShell, System Monitoring, Infrastructure as Code (IaC), Load Balancing
初级 · 专项课程 · 3-6 个月

您将获得的技能: Infrastructure as Code (IaC), Puppet (Configuration Management Tool), Infrastructure As A Service (IaaS), Cloud Services, Cloud Computing, Virtual Machines, Software As A Service, Change Control, Terraform, System Monitoring, Incident Management, Configuration Management, Cloud Storage, Disaster Recovery, Automation, Scalability, Service Level, Load Balancing
初级 · 课程 · 1-4 周
Johns Hopkins University
您将获得的技能: 机器学习, 模型评估, 数据科学, 数据清理, 数据操作, GitHub, 交互式数据可视化, 绘图(图形), R 语言程序设计(中文版), 回归分析, Plotly, Rmarkdown, 版本控制, 闪亮(R 套件), 统计推理, 统计分析, 预测建模, 统计假设检验, 探索性数据分析, 机器学习算法
初级 · 专项课程 · 3-6 个月

您将获得的技能: Istio, Kubernetes, Cloud-Native Computing, Amazon Web Services, API Gateway, Serverless Computing, Restful API, Cloud Deployment, Microservices, Amazon DynamoDB, Cloud Applications, Redis, Apache Kafka, Data Management, Application Deployment, Containerization, Distributed Computing, NoSQL, Event-Driven Programming, Scalability
中级 · 课程 · 1-3 个月
Johns Hopkins University
您将获得的技能: 数据可视化软件, 机器学习, 数据操作, 数据清理, GitHub, R 语言程序设计(中文版), 数据科学, Ggplot2, Rmarkdown, 版本控制, 降维, 数据整合, Knitr, 绘图(图形), 统计编程, 统计分析, 数据共享, R(软件), 统计可视化, 探索性数据分析
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数据科学, GitHub, 数据分析, R 语言程序设计(中文版), 数据扫盲, Rmarkdown, 统计编程, 版本控制, 软件安装, R(软件), 探索性数据分析
混合 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 数据科学, 非结构化数据, 数据分析, 大数据, 可扩展性, Apache Hadoop, 数据处理, 分布式计算
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI Agents, Prompt Engineering, Responsible AI, Google Gemini, Retrieval-Augmented Generation, Generative AI, Google Workspace, AI Product Strategy, AI Security, AI Workflows, Google Cloud Platform, AI Enablement, Large Language Modeling, Prompt Patterns, Customer experience improvement, Artificial Intelligence, Technology Strategies, Cloud Infrastructure, Cloud Computing, Collaboration
初级 · 专项课程 · 3-6 个月

CertNexus
您将获得的技能: Internet Of Things, Business Planning, Project Planning, Information Technology, Systems Development Life Cycle, Software Development Life Cycle, Technology Strategies, Business Solutions, Emerging Technologies, Cloud Computing, Technology Solutions, Business Strategy, Cybersecurity, Operations, Risk Management, Software Development, Operational Efficiency, Prototyping
混合 · 课程 · 1-4 周