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：免费试用IBM
您将获得的技能: 机器学习, 模型评估, 分类算法, 统计建模, 逻辑回归, 监督学习, 数据预处理, 回归分析, 性能指标, 应用机器学习, 统计分析, 预测建模, 机器学习算法, 测试数据, 功能工程
您将获得的技能: Model Evaluation, Generative AI, AI Security, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Predictive Modeling, Continuous Monitoring
状态：免费试用University of Colorado System
您将获得的技能: Statistical Software, Marketing Analytics, Model Evaluation, Regression Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Advanced Analytics, Strategic Marketing, Market Analysis, Marketing Effectiveness, Predictive Analytics, Marketing Strategies, Predictive Modeling, Logistic Regression, Customer Insights, Target Market, Statistical Hypothesis Testing, A/B Testing, Variance Analysis
状态：新状态：免费试用您将获得的技能: Model Evaluation, Exploratory Data Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Data Analysis, Correlation Analysis, Applied Machine Learning, Scatter Plots, Statistical Analysis, Data Validation, Data Preprocessing, NumPy, Pandas (Python Package), Box Plots, Histogram
您将获得的技能: Model Evaluation, Generative AI, Continuous Monitoring, Google Cloud Platform, Model Deployment, MLOps (Machine Learning Operations), Predictive Modeling, Data Quality
状态：免费试用University of Alberta
您将获得的技能: 机器学习, 模型评估, 人工智能和机器学习（AI/ML）, 模拟, 强化学习, 马尔可夫模型, 机器学习算法, 性能测试, 人工神经网络, Algorithm, 性能调整
状态：预览University of Minnesota
您将获得的技能: 数学建模, 数据操作, 数值分析, 回归分析, 解决方案设计, 降维, 统计方法, 线性代数, 应用机器学习, 应用数学, Python 程序设计, NumPy, Algorithm
状态：免费试用University of Colorado Boulder
您将获得的技能: 模型评估, 概率分布, 微积分, R 语言程序设计（中文版）, 逻辑回归, 数学建模, 数据分析, 统计建模, 机器学习, 统计方法, 回归分析, 线性代数, 统计推理, 预测建模, 数据伦理
您将获得的技能: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI
状态：免费试用Johns Hopkins University
您将获得的技能: 概率分布, 数据科学, 数学建模, R 语言程序设计（中文版）, 统计建模, 概率与统计, 回归分析, 线性代数, 统计推理, 应用数学, 统计分析
状态：新状态：预览您将获得的技能: Risk Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development
状态：新状态：免费试用您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
总之，以下是 10 最受欢迎的 convex optimization 课程
- 有监督的机器学习：回归: IBM
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia: Google Cloud
- Regression Modeling for Marketers: University of Colorado System
- Linear Regression & Supervised Learning in Python: EDUCBA
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文: Google Cloud
- 完整的强化学习系统（Capstone）: University of Alberta
- 矩阵方法: University of Minnesota
- 广义线性模型和非参数回归: University of Colorado Boulder
- Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud
- 数据科学高级线性模型 2：统计线性模型: Johns Hopkins University
