凸优化课程
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。
热门凸优化课程和认证
状态：新状态：免费试用您将获得的技能: 3D Modeling, Simulations, Aesthetics
Universidad de los Andes
您将获得的技能: Social Network Analysis, Network Analysis, Data Storytelling, Predictive Modeling, Data Presentation, Strategic Decision-Making, Marketing Analytics, Financial Modeling, Sales Territory Management, Interactive Data Visualization, Transfer Learning, Applied Machine Learning, Data Cleansing, Matplotlib, Advertising, Statistical Machine Learning, Portfolio Management, Random Forest Algorithm, Operations Research, Process Optimization
状态：免费试用University of Colorado Boulder
您将获得的技能: 图论, 理论计算机科学, Python 程序设计, 计算思维, 运筹学, 组合学, 线性代数, Algorithm, 数学建模
状态：免费试用Stanford University
您将获得的技能: 理论计算机科学, 图论, 生物信息学, 计算思维, Algorithm, 数据结构
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
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 应用数学, 衍生产品, 统计, R 语言程序设计（中文版）, 统计建模, 数据建模, 线性代数, 回归分析, 数据科学, 数学建模, 普通数学
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Deployment, Google Cloud Platform, Predictive Modeling, AI Security
状态：预览Sungkyunkwan University
您将获得的技能: Regression Analysis, Predictive Analytics, Predictive Modeling, Investment Management, Risk Analysis, Investments, R Programming, Machine Learning, Statistical Analysis, Financial Analysis, Logistic Regression, Financial Data, Algorithms
状态：免费试用University of Colorado Boulder
您将获得的技能: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: 空间数据分析, 应用数学, 矢量数据库, 物理学, 积分微积分, 微积分, 数据整合, 几何学, 数学理论与分析, 数学建模, 高等数学
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
状态：免费试用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
总之，以下是 10 最受欢迎的 convex optimization 课程
- Advanced Kitbashing and Prop Creation: Packt
- Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
- 逼近算法与线性规划: University of Colorado Boulder
- 贪婪算法、最小生成树和动态编程: Stanford University
- Optimize TensorFlow Models For Deployment with TensorRT: Coursera
- 数据科学高级线性模型 1：最小二乘法: Johns Hopkins University
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud
- Using R for Regression and Machine Learning in Investment: Sungkyunkwan University
- Regression Analysis: University of Colorado Boulder
- 数据与建模微积分矢量微积分: Johns Hopkins University
