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University of Michigan
您将获得的技能: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing
状态：新状态：预览您将获得的技能: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric
状态：免费试用您将获得的技能: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
状态：免费试用University of Michigan
您将获得的技能: Social Network Analysis, Bayesian Network, Data Analysis, Python Programming, Probability Distribution
状态：免费试用Johns Hopkins University
您将获得的技能: 统计分析, 概率与统计, 模型评估, 统计建模, 相关性分析, 逻辑回归, 回归分析, 统计推理
状态：免费试用Illinois Tech
您将获得的技能: Model Evaluation, Data Validation, Regression Analysis, Exploratory Data Analysis, Plot (Graphics), Statistical Modeling, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution
状态：免费试用Edureka
您将获得的技能: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), Logistic Regression, NumPy
您将获得的技能: Statistical Hypothesis Testing, Clinical Data Management, Clinical Assessment, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Health Informatics, Regression Analysis, Predictive Analytics, Supervised Learning, Statistical Analysis, Statistics, Probability & Statistics, Decision Tree Learning, Random Forest Algorithm
状态：新状态：预览您将获得的技能: Logistic Regression, Model Evaluation, Data Preprocessing, Predictive Modeling, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Regression Analysis, Predictive Analytics, Advanced Analytics, Machine Learning Methods, Data Manipulation, Supervised Learning, Performance Measurement, Credit Risk, Dimensionality Reduction
状态：免费试用DeepLearning.AI
您将获得的技能: 负责任的人工智能, PyTorch（机器学习库）, 图像质量, 模型评估, 生成式人工智能, 生成对抗网络 (GAN), 无监督学习, 生成模型架构, 机器学习, 数据伦理
状态：新状态：预览您将获得的技能: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Regression Analysis, Business Analytics, Data Preprocessing, Machine Learning Methods, Data Mining, Feature Engineering, Statistical Analysis, Decision Tree Learning, Data Transformation, Artificial Neural Networks
状态：免费试用Duke University
您将获得的技能: Matplotlib, Data Visualization, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Modeling, Probability & Statistics, Classification Algorithms, Python Programming
总之，以下是 10 最受欢迎的 probabilistic graphical models 课程
- Linear Regression Modeling for Health Data: University of Michigan
- Predictive Models: Build, Explore Data & Deploy: EDUCBA
- Predictive Modeling with Logistic Regression using SAS : SAS
- Network Modeling and Analysis in Python: University of Michigan
- 用回归模型量化关系: Johns Hopkins University
- Model Diagnostics and Remedial Measures: Illinois Tech
- Predictive Modeling with Python : Edureka
- Statistical Analysis and Data Modeling in Healthcare: SkillUp
- Logistic Regression with R: Build & Predict: EDUCBA
- 构建更好的生成对抗网络 (GAN): DeepLearning.AI
