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。

DeepLearning.AI
您将获得的技能: Transfer Learning, Embeddings, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Model Deployment
中级 · 课程 · 1-4 周

您将获得的技能: Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, Apache Hadoop, Analytics, Social Media, Data Processing, Social Media Content, Data Management, Data Analysis, Data Integration, Data Transformation
混合 · 课程 · 1-4 周

您将获得的技能: C and C++, C++ (Programming Language), Debugging, API Design, Program Development, Software Documentation, Pseudocode, Software Architecture, Software Design, Maintainability, Computational Thinking, Data Structures, Programming Principles, Computer Programming, Generative AI Agents, Integrated Development Environments, Generative AI, System Programming, Object Oriented Programming (OOP), Code Review
初级 · 专业证书 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, Pandas(Python 软件包), 模型评估, 探索性数据分析, Tableau 软件, 无监督学习, 数据扫盲, 机器学习, Excel 宏, 数据操作, Matplotlib, 分类算法, 预测建模, 数据预处理, 数据可视化软件, 数据可视化, 数据展示, Jupyter, 机器学习算法, Scikit-learn (机器学习库)
攻读学位
中级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: Python 程序设计, 统计建模, Algorithm, 模型评估, 数据预处理, 机器学习, 回归分析, 预测建模, 监督学习, 功能工程
混合 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Artificial Intelligence, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Machine Learning, Unsupervised Learning, Dimensionality Reduction
混合 · 课程 · 1-3 个月

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Graph Theory, Network Analysis, Social Network Analysis, Combinatorics, Network Model, Mathematical Modeling, Data Structures, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Problem Solving
中级 · 课程 · 1-3 个月

您将获得的技能: LangChain, Prompt Engineering, LLM Application, AI Workflows, Generative AI Agents, Front-End Web Development, Context Management, Data Integration, Application Deployment
中级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Cloud Deployment, Identity and Access Management, Active Directory, Network Troubleshooting
初级 · 课程 · 1-4 周

您将获得的技能: Email Marketing, Lead Generation, Marketing Automation, A/B Testing, Campaign Management, Marketing Strategies, Performance Analysis, Content Creation, Customer Engagement, Driving engagement, Target Audience, Automation
初级 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: Session Initiation Protocols, System Configuration, Collaborative Software, Configuration Management, Network Administration, Telecommunications, Communication Systems, Systems Integration, Scalability, Digital Communications
初级 · 课程 · 1-3 个月