凸优化课程可以帮助您学习线性规划、对偶理论和梯度下降方法。您可以掌握制定优化问题、分析凸集以及将算法应用到实际工作中的技能。许多课程都会介绍 MATLAB、Python 库和优化软件等工具,这些工具支持在机器学习、人工智能和 Operator 研究等领域实施解决方案。

您将获得的技能: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Research, Competitive Intelligence, Digital Marketing, Content Creation, Content Performance Analysis, Data-Driven Decision-Making, Web Content, Content Strategy, Content Marketing, Marketing Analytics, Digital Content, Web Analytics, AI Enablement, Generative AI, Content Management, Analytics
中级 · 专项课程 · 1-3 个月

Arizona State University
您将获得的技能: 描述性统计, 概率分布, 模型评估, 数据分析, 数学建模, 统计建模, 回归分析, 分析, 概率与统计, 统计方法, 设计策略, Variance 分析, 统计分析, 抽样(统计), 实验, 数据分析软件, 样本量的确定, 研究设计, 数据转换, 统计假设检验
初级 · 专项课程 · 3-6 个月

LearnKartS
您将获得的技能: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Web Analytics, Google Analytics, Digital Marketing, Content Strategy, Web Content, Content Creation, User Experience, Competitive Analysis
初级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 商业分析, 数据建模, 数学建模, 微软Excel, 工艺优化, 业务建模, 分析, 线性代数, 商业数学, 电子表格软件, 制图, 运筹学, 决策, 数据驱动的决策制定
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Benchmarking, Process Optimization, Cloud Deployment, Model Evaluation, Network Performance Management, Convolutional Neural Networks, Keras (Neural Network Library), Network Model, Project Performance
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Responsible AI, Autoencoders, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Debugging, Artificial Intelligence, Image Analysis, Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Computer Vision
中级 · 专项课程 · 3-6 个月

您将获得的技能: Performance Testing, Vector Databases, Performance Tuning, Query Languages, SQL, Application Performance Management, Benchmarking, System Monitoring, Secure Coding
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 理论计算机科学, 计算机科学, 分析, 编程原则, 计算思维, 设计策略, 伪代码, Python 程序设计, 数据结构, 高等数学, Algorithm
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高级设置 · 课程 · 1-4 周

The Chinese University of Hong Kong
您将获得的技能: Operations Research, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Programming Principles, Theoretical Computer Science, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
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初级 · 课程 · 1-4 周

The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Problem Solving, Enterprise Modeling, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Model Evaluation
中级 · 课程 · 1-4 周

您将获得的技能: Real Time Data, Model Deployment, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Tensorflow, Deep Learning, Artificial Intelligence, Emerging Technologies, Network Performance Management, Generative AI, Generative AI Agents, Wireless Networks, Computer Networking, Network Architecture, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication
中级 · 课程 · 1-4 周