概率图形模型课程
概率图形模型课程可以帮助您学习贝叶斯网络、马尔可夫随机场和推理算法。您可以掌握不确定性建模、不确定性下的推理以及基于不完整数据进行预测的技能。许多课程都会介绍 TensorFlow Probability 和 PyMC3 等工具，这些工具用于实现这些 Model 和执行复杂的计算，使您能够将所学知识应用到现实世界的数据分析和机器学习任务中。
热门概率图形模型课程和认证
状态：新状态：预览您将获得的技能: SAS (Software), Statistical Modeling, Statistical Programming, Regression Analysis, Statistical Analysis, Model Evaluation, Statistical Methods, Probability Distribution, Data Manipulation
状态：免费试用您将获得的技能: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
状态：新状态：预览您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)
状态：免费试用您将获得的技能: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering
状态：新状态：免费试用您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
Google Cloud
您将获得的技能: 模型评估, 卷积神经网络, 深度学习, 张力流, 图像分析, Keras（神经网络库）, 递归神经网络 (RNN)
状态：免费试用LearnKartS
您将获得的技能: Project Documentation, Organizational Change, Project Coordination, Management Reporting, Communication, Stakeholder Engagement
状态：预览Copenhagen Business School
您将获得的技能: 商业策略, 案例研究, 企业可持续发展, 创新, 业务建模, 战略伙伴关系, 可持续商业, 利益相关者的参与, 营销传播, 可持续发展, 环境、社会和公司治理（ESG）, 系统思考
状态：免费DeepLearning.AI
您将获得的技能: 抽样（统计）, 生成式人工智能, 生成模型架构, Jupyter, Algorithm, 人工神经网络
状态：预览Alfaisal University | KLD
您将获得的技能: Design Thinking, Innovation, Business Solutions, Enterprise Modeling, Creative Problem-Solving, Process Development, Business Process Modeling, New Product Development, Business Strategies, Problem Solving
状态：免费DeepLearning.AI
您将获得的技能: 大型语言模型, 检索-增强生成, 数据预处理, Prompt Engineering, 迁移学习
状态：新您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
总之，以下是 10 最受欢迎的 probabilistic graphical models 课程
- SAS: Apply & Evaluate Poisson & Negative Binomial Models: EDUCBA
- Advanced Generative Adversarial Networks (GANs): Packt
- Master Decision Trees in R: Build, Predict & Evaluate: EDUCBA
- Exploratory Data Analysis & Core ML Algorithms: Packt
- Managing Machine Learning Models: SAS
- 创建图像字幕模型: Google Cloud
- Models, Methods, and Artifacts: LearnKartS
- 可持续发展的商业模式: Copenhagen Business School
- 扩散模型的工作原理: DeepLearning.AI
- نماذج الابتكار | Innovation Models: Alfaisal University | KLD
