离散优化课程可以帮助您学习线性规划、整数规划和组合优化技术。您可以掌握问题提出、算法设计和解决方案分析方面的技能。许多课程介绍 MATLAB、PuLP 和 SciPy 等 Python 库以及 CPLEX 等优化软件等工具,展示如何将这些技能应用于物流、资源分配和调度挑战。

École normale supérieure
您将获得的技能: 组合学, 理论计算机科学, 线性代数, 高等数学, Algorithm, 数学建模, 概率
混合 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 抽样(统计), 概率分布, 机器学习算法, 强化学习, 模拟, 机器学习, 人工智能和机器学习(AI/ML), Algorithm
中级 · 课程 · 1-3 个月

您将获得的技能: TikTok, Content Performance Analysis, Content Creation, Content Strategy, Data-Driven Decision-Making, Marketing Analytics, Social Media Marketing, Brand Marketing, E-Commerce, Revenue Management, Live Streaming
初级 · 课程 · 1-4 周

您将获得的技能: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Content, Social Media Marketing, Social Media Management, Content Strategy, Online Advertising, Instagram, Analytics, Performance Measurement, Key Performance Indicators (KPIs), Social Media Strategy, Scalability, Revenue Management, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies
初级 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 概率分布, 深度学习, 机器学习算法, 人工神经网络, 线性代数, 强化学习, 功能工程, 机器学习, 伪代码, 监督学习
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Amazon Bedrock, LangChain, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Prompt Engineering, Transfer Learning, AI Workflows, Model Evaluation, Data Processing
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 理论计算机科学, 应用数学, 图论, 组合学, Python 程序设计, 计算思维, Algorithm, 运筹学, 数学建模
初级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis
中级 · 课程 · 1-3 个月

Novartis
您将获得的技能: Drug Development, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Biochemical Assays, Clinical Trials, Chemistry, Infectious Diseases
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Continuous Deployment, Continuous Integration, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Operations Research, Supply Chain, Supply Chain Management, Supply Chain Planning, Operational Analysis, Process Improvement and Optimization, Capacity Planning, Production Planning, Data Analysis, R Programming
初级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Database Management, Apache Hadoop, Query Languages, Big Data, Databases, SQL, Data Access, Distributed Computing, Performance Tuning, Data Processing, Data Integrity, Authorization (Computing), Data Storage Technologies, File Systems, Algorithms
中级 · 课程 · 1-4 周