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。

Google Cloud
您将获得的技能: Google Cloud Platform, Data Lakes, Metadata Management, Taxonomy, Data Dictionary
中级 · 项目 · 不超过 2 小时

您将获得的技能: Plot (Graphics), Data Visualization Software, R Programming, Scatter Plots, Regression Analysis, Statistical Modeling, Predictive Modeling, Artificial Neural Networks, Data Science, Deep Learning, Model Evaluation, Descriptive Statistics, Predictive Analytics, Statistical Methods, Data Manipulation, Data Preprocessing, Performance Testing
混合 · 课程 · 1-4 周

您将获得的技能: Post-Production, Video Editing, Adobe After Effects, Animation and Game Design, 3D Assets, 3D Modeling, File Management, Computer Graphics, Video Production, Cinematography, Motion Graphics
中级 · 课程 · 1-4 周

您将获得的技能: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Data Structures, Systems Integration, Linear Algebra
混合 · 课程 · 1-4 周

您将获得的技能: Data Management, Microsoft Azure, Real Time Data, Metadata Management, Data Architecture, Event-Driven Programming, Personally Identifiable Information, Operational Databases, Identity and Access Management, Power BI, Data Modeling, Security Controls, Role-Based Access Control (RBAC), Database Architecture and Administration, Analytics, Azure Active Directory, System Monitoring, Enterprise Architecture, Taxonomy, Hybrid Cloud Computing
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Collaborative Software, Data Sharing, Organizational Skills, User Accounts, Telecommuting, Teamwork, Graphic Design, Productivity, Content Marketing, Business Communication, Marketing Communications
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: 3D Modeling, 3D Assets, Virtual Environment, Visualization (Computer Graphics), Computer Graphics, Architectural Design, Creative Design, Design Elements And Principles, Performance Tuning, Aesthetics
高级设置 · 课程 · 3-6 个月

Google Cloud
您将获得的技能: Responsible AI, Generative AI, AI Security, Google Cloud Platform, Large Language Modeling, Data Modeling, Data Ethics, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Workspace, Gmail, Gemini, Mobile Security, Scripting, Email Automation, Service Management, Document Management, Enterprise Application Management, System Configuration, Automation, Data Storage Technologies, Collaborative Software, Data Security
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Application Programming Interface (API), Development Environment, Persona (User Experience), User Interface (UI), Authentications, User Interface (UI) Design
高级设置 · 专业证书 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Feature Engineering, Data Modeling, Data Storage Technologies, Data Storage, Data Processing, Data Quality
中级 · 课程 · 1-4 周

您将获得的技能: Git (Version Control System), GitHub, Version Control, Open Source Technology, Collaborative Software, Microsoft Visual Studio, Command-Line Interface, Code Review, Technical Communication
中级 · 课程 · 1-3 个月