数学优化课程可以帮助您学习线性规划、整数规划和非线性优化技术。您可以掌握制定优化问题、分析约束条件和应用算法寻找最优解的技能。许多课程都会介绍 Python、R 和 MATLAB 等工具,这些工具可用于实施优化模型和有效分析数据。

Johns Hopkins University
您将获得的技能: Apache Hadoop, Apache Hive, Big Data, Apache Spark, NoSQL, Data Management, Data Processing, Databases, SQL, Query Languages, Data Manipulation, Scripting Languages, Data Transformation, Distributed Computing
中级 · 课程 · 1-3 个月

您将获得的技能: Thermal Management, Finite Element Methods, Engineering Analysis, Mechanical Engineering, Engineering, Scientific Visualization, Simulations, Numerical Analysis, Mathematical Modeling, Differential Equations, Physics
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Generative AI, Generative Model Architectures, Model Deployment, Image Analysis, Applied Mathematics, Mathematical Modeling, Physics
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Query Languages, Cloud Management, Cost Control, Cost Management, Virtual Machines, Budget Management, Expense Management, System Monitoring, Resource Utilization, Billing, Serverless Computing, Cloud Storage
中级 · 课程 · 1-4 周

您将获得的技能: Mechanical Engineering, Thermal Management, Engineering Analysis, Simulations, Numerical Analysis, Engineering, Mathematical Modeling, Physics
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Cloud Infrastructure, Cloud Management, Solution Architecture, Cloud Computing Architecture, Cloud Solutions, Cloud Security, Google Cloud Platform, Process Optimization, System Implementation, Key Performance Indicators (KPIs)
高级设置 · 课程 · 1-3 个月

您将获得的技能: Algorithms, Data Structures, Javascript, Computational Thinking, Program Development, Computer Programming
中级 · 课程 · 1-4 周

您将获得的技能: Cloud Applications, Cloud Deployment, Event-Driven Programming, Virtual Networking, Restful API, Cloud Infrastructure, Authentications, Application Programming Interface (API), Serverless Computing, Web Services, Virtual Machines, Authorization (Computing), Microsoft SQL Servers, Network Routing, Load Balancing
中级 · 课程 · 1-3 个月

您将获得的技能: Maintainability, Code Review, Software Architecture, Software Design, Object Oriented Design, Debugging, Testability, Programming Principles, Scalability
中级 · 课程 · 3-6 个月

LearnKartS
您将获得的技能: Google Cloud Platform, Kubernetes, Google App Engine, Cloud Storage, Load Balancing, Cloud-Native Computing, Cloud Infrastructure, Cloud Computing, Containerization, Data Storage Technologies, Virtual Machines, Cloud Security, Application Deployment, DevOps, Application Performance Management, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
高级设置 · 课程 · 3-6 个月

您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning, Natural Language Processing, Supervised Learning, Network Architecture, Data Science
初级 · 课程 · 1-4 周