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。

Coursera
您将获得的技能: Collaborative Software, Brainstorming, Information Architecture, Organizational Skills, Productivity
初级 · 指导项目 · 不超过 2 小时

Erasmus University Rotterdam
您将获得的技能: Empathy, Collaboration, Organizational Leadership, Initiative and Leadership, Sustainable Systems, Governance, Corporate Sustainability
中级 · 课程 · 1-4 周

Pearson
您将获得的技能: Cloud Computing, Cloud Deployment, Cloud Infrastructure, Cloud Computing Architecture, Cloud Services, Cloud Management, Data Storage Technologies, Infrastructure As A Service (IaaS), Data Migration, Virtual Machines, Virtualization, Virtual Networking, Cloud Storage, Virtual Private Networks (VPN), Network Routing
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Data Ethics, Azure DevOps Pipelines, Azure DevOps, Model Deployment, Generative AI, AI Workflows, Microsoft Azure, Application Lifecycle Management, CI/CD, Version Control, Model Evaluation, System Monitoring, Continuous Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Wireframing, Application Design, Web Design, Collaborative Software, User Interface (UI), Miro AI, Mockups
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming
混合 · 课程 · 1-4 周

您将获得的技能: DevSecOps, Cloud Security, Patch Management, Cyber Security Assessment, Cloud Deployment, Internet Of Things, Infrastructure Security, Cloud Infrastructure, Vulnerability Assessments, Cloud Services, Secure Coding, Continuous Monitoring
初级 · 课程 · 1-4 周

您将获得的技能: Google Gemini, Google Workspace, Identity and Access Management, Application Performance Management, Performance Analysis, AI Enablement, API Gateway, Collaborative Software, Cloud API, OAuth, Enterprise Application Management, Productivity Software, Application Deployment, Authentications, Data Access
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Gemini, Google Workspace, Productivity Software, Application Deployment, Enterprise Application Management, Collaborative Software, OAuth, AI Enablement, Configuration Management, AWS Identity and Access Management (IAM), Application Programming Interface (API), Data Store
初级 · 课程 · 1-4 周

您将获得的技能: Power BI, Azure Synapse Analytics, Microsoft Azure, Governance, Real Time Data, Enterprise Architecture, Application Deployment, Data Architecture, DevOps, Database Architecture and Administration, Data Integration, Data Security, Microsoft 365, Role-Based Access Control (RBAC), Scalability, Collaborative Software, Version Control
中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Multimodal Prompts, Generative AI, AI Workflows, AI Orchestration, Microsoft Azure, LLM Application, Artificial Intelligence, Computer Vision, Image Analysis, Application Programming Interface (API), Model Evaluation, Scalability
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Looker (Software), Data-Driven Decision-Making, Data Analysis, Analytics, Google Cloud Platform, Data Visualization, Big Data, Data Visualization Software, Business Intelligence, Dashboard, Cloud Storage, SQL, Data Warehousing
初级 · 课程 · 1-3 个月