优化课程可以帮助您学习改善绩效、资源分配和决策过程的技术。您可以掌握线性规划、启发式方法和仿真建模等技能,为分析复杂系统提供支持。许多课程都会介绍 Excel Solver、MATLAB 和 Python 库(如 SciPy)等工具,使您能够将优化方法应用到物流、金融和运营管理的实际问题中。

Google Cloud
您将获得的技能: Cloud Security, Cloud Computing Architecture, Network Planning And Design, Cloud Infrastructure, Google Cloud Platform, Cloud Solutions, Solution Architecture, Cloud Computing, Process Analysis, IT Infrastructure, Infrastructure Architecture, Cloud Deployment, Process Optimization, Cloud Platforms, Cloud Management, Key Performance Indicators (KPIs), Cost Reduction, Business Requirements
高级设置 · 课程 · 1-3 个月

您将获得的技能: Identity and Access Management, Scalability, Security Controls, Authorization (Computing), Authentications, Data Access, Role-Based Access Control (RBAC), Performance Tuning, Data Governance, Test Planning, Configuration Management
中级 · 课程 · 1-4 周

您将获得的技能: Project Estimation, Continuous Improvement Process, Forecasting
中级 · 课程 · 1-3 个月

您将获得的技能: Risk Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Vector Databases, Performance Tuning, Data Migration, Data Infrastructure, Data Integrity, Scalability, Embeddings, Data Import/Export, Data Engineering, Database Architecture and Administration, MLOps (Machine Learning Operations), Scripting, Data Pipelines
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Vector Databases, Amazon Web Services, Agentic systems, Performance Tuning, Transfer Learning, Data Preprocessing
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Model Evaluation, PyTorch (Machine Learning Library), Transfer Learning, Performance Tuning, Debugging, MLOps (Machine Learning Operations), Deep Learning, Scalability, Artificial Neural Networks
中级 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
中级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: 模型评估, 模型部署, 负责任的人工智能, 数据伦理, 人工智能产品战略, 道德标准与行为, 运行分析, 利益攸关方沟通, 应用机器学习, 人工智能赋能, 企业战略, 机器学习, 性能指标, 风险缓解, 性能调整, 持续监测, 数据维护, MLOps(机器学习运营), 系统集成, 业务运营
混合 · 课程 · 1-4 周

您将获得的技能: API Testing, Performance Testing, IT Security Architecture, Cloud-Based Integration, Application Security, Vulnerability Management, System Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Deep Learning, Performance Analysis, Artificial Neural Networks, Resource Utilization
中级 · 课程 · 1-4 周