分布式计算课程可以帮助您学习并行处理、云计算架构、数据分布技术和容错。您可以掌握优化资源分配、确保数据一致性和管理大规模应用程序的技能。许多课程会介绍 Apache Hadoop、Spark 和 Kubernetes 等工具,这些工具支持实施 Distributed Systems 并有效管理工作量。

DeepLearning.AI
您将获得的技能: 深度学习, 模型评估, 数据预处理, 机器学习方法, 验证和确认, 性能调整, 张力流, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Distributed Computing, Data Pipelines, Performance Tuning, MLOps (Machine Learning Operations), Deep Learning, AI Workflows, Model Deployment, Scalability, LLM Application, Hardware Architecture, Machine Learning, Computer Architecture
初级 · 课程 · 1-3 个月

您将获得的技能: Cloud-Native Computing, Infrastructure as Code (IaC), Cloud Security, Cloud Storage, Hybrid Cloud Computing, Systems Analysis, Process Improvement, Cloud Engineering, Cloud Computing, Cloud Solutions, Cloud Development, Requirements Analysis, Data Modeling, Multi-Cloud, DevOps, Docker (Software), Solution Design, Microservices, Infrastructure As A Service (IaaS), Information Technology
中级 · 专业证书 · 3-6 个月

您将获得的技能: Splunk, Role-Based Access Control (RBAC), Infrastructure Architecture, Configuration Management, Distributed Computing, Security Information and Event Management (SIEM), System Configuration, System Monitoring, Data Management, Data Pipelines, Performance Tuning, Scalability
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Containerization, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: Systems Administration, IT Infrastructure, Lightweight Directory Access Protocols, Cloud Management, Operating System Administration, Active Directory, Server Administration, Disaster Recovery, Linux Administration, Technical Consulting, Windows Servers, Cloud Computing, Network Administration, Data Storage
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Application Deployment, Cloud Deployment, Model Deployment, Google Cloud Platform, Cloud Infrastructure, Infrastructure Architecture, Artificial Intelligence, Hardware Architecture, Performance Tuning, Cloud Computing, Computer Hardware
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: PyTorch(机器学习库), 迁移学习, 卷积神经网络, Keras(神经网络库), 计算机视觉, 深度学习, 数据预处理, 张力流, 图像分析, 人工神经网络
中级 · 课程 · 1-4 周

您将获得的技能: Business Transformation, Site Reliability Engineering, Innovation, Digital Transformation, Serverless Computing, Application Programming Interface (API), Technology Strategies, Hybrid Cloud Computing, Safety Culture, Data Strategy, Organizational Change, Change Management, Cloud Infrastructure, Cloud Computing, Cloud Solutions, Culture Transformation, People Management, Management Training And Development, CI/CD, Service Level
初级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 回归分析, 可扩展性, 数据管道, 分类算法, 数据管理, 数据处理, 图论, 数据预处理, MongoDB, 大数据, 数据建模, 探索性数据分析, Apache Spark, Apache Hadoop, 数据整合, 数据挖掘, 数据展示, 数据库设计, 模型评估, 应用机器学习
初级 · 专项课程 · 3-6 个月

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

IBM
您将获得的技能: 数据管道, 数据库, 数据管理, 数据科学, 数据安全, 大数据, Apache Spark, 数据仓库, 数据转换, NoSQL, 数据整合, 查询语言, Apache Hadoop, 数据湖, 摘录, 数据存储, 数据存储技术, 数据架构, 关系数据库
初级 · 课程 · 1-4 周