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：免费试用Università di Napoli Federico II
您将获得的技能: Securities (Finance), Portfolio Management, Equities, Investments, Finance, Fixed Asset, Derivatives, Capital Markets, Statistical Methods, Financial Modeling, Risk Analysis, Regression Analysis, Time Series Analysis and Forecasting
状态：新状态：预览您将获得的技能: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Advanced Analytics, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model
状态：免费试用Duke University
您将获得的技能: 概率分布, 描述性统计, R 语言程序设计（中文版）, 数据分析, 贝叶斯统计, R（软件）, 概率, 抽样（统计）, 统计推理, 统计分析, 统计, 探索性数据分析
状态：免费试用Duke University
您将获得的技能: 商业银行, 新兴技术, 创新, 区块链, 支付系统, 数字资产, 业务建模, 可扩展性, 金融服务, 金融科技, 数据完整性, 分布式计算, 密码学, 监管合规, 技术战略
状态：免费试用Illinois Tech
您将获得的技能: Bayesian Statistics, Data Analysis, Statistical Inference, Regression Analysis, Statistical Methods, Statistical Analysis, Statistical Modeling, Statistical Programming, R (Software), R Programming, Markov Model, Logistic Regression, Probability, Simulations, Model Evaluation, Probability Distribution
状态：新状态：预览您将获得的技能: Logistic Regression, Model Evaluation
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Data Presentation, Data Visualization, Tableau Software, Matplotlib, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Visualization (Computer Graphics), Seaborn, Infographics, Heat Maps, Data Ethics, Text Mining, Data Mapping, Network Analysis
状态：免费DeepLearning.AI
您将获得的技能: 大型语言模型, LLM 申请, 嵌入, 矢量数据库, 非结构化数据, 检索-增强生成, 图论, LangChain, 数据存储, Query 语言, 语义网
状态：免费试用Case Western Reserve University
您将获得的技能: Geostatistics, Exploratory Data Analysis, Spatial Analysis, Spatial Data Analysis, Descriptive Statistics, Box Plots, Statistical Modeling, R Programming, Plot (Graphics), Rmarkdown, Data Analysis, Data Cleansing, Statistical Methods, Simulations
状态：新状态：免费试用您将获得的技能: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
状态：免费试用Johns Hopkins University
您将获得的技能: 模型评估, R 语言程序设计（中文版）, 分类与回归树 (CART), 概率与统计, 统计建模, 数据预处理, 机器学习, 数据建模, 数据分析, 回归分析, 统计方法, Rmarkdown, 抽样（统计）, 统计推理, 统计分析, 预测建模, Tidyverse（R 软件包）, 探索性数据分析, 统计假设检验
状态：免费试用University of Michigan
您将获得的技能: Statistical Modeling, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
总之，以下是 10 最受欢迎的 probabilistic graphical models 课程
- Asset Pricing Models: Università di Napoli Federico II
- Bayesian Statistics: Excel to Python A/B Testing: EDUCBA
- 使用 R 的概率与数据入门: Duke University
- 区块链商业模式: Duke University
- Bayesian Computational Statistics: Illinois Tech
- SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
- Interactive, Geospatial & Narrative Data Visualization: University of Pittsburgh
- RAG 知识图谱: DeepLearning.AI
- Using R for Geostatistical Geospatial Modeling : Case Western Reserve University
- Machine Learning with Python & Statistics: EDUCBA
