Reinforcement Learning 课程可以帮助您学习马尔可夫决策过程、奖励系统和策略优化等关键概念。您可以掌握算法设计、模拟环境和评估代理性能方面的技能。许多课程介绍了 TensorFlow 和 OpenAI Gym 等工具,这些工具支持在实际场景中实施和测试强化学习算法。

Google Cloud
您将获得的技能: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Kubernetes, Infrastructure As A Service (IaaS), Containerization, Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Services, Load Balancing, Service Level Agreement, Infrastructure as Code (IaC)
中级 · 专项课程 · 3-6 个月
Johns Hopkins University
您将获得的技能: 机器学习, Model Evaluation, 版本控制, 统计假设检验, 模型评估, 数据操作, 数据清理, 数据科学, R 程序设计, Rmarkdown, 统计推理, Plotly, 统计分析, 回归分析, GitHub, 预测建模, 闪亮(R 套件), 机器学习算法, 探索性数据分析, 绘图(图形), 交互式数据可视化
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 恢复性应用程序接口, Linux 命令, 软件架构, Python 编程, MongoDB, 对象关系映射, 开放式网络应用程序安全项目(OWASP), 云部署, NoSQL, Grafana, Django (网络框架), 数据导入/导出, 应用程序部署, Kubernetes, OpenShift, Istio, Bash(脚本语言), 外壳脚本, 软件开发生命周期, 微服务
初级 · 专业证书 · 3-6 个月
Johns Hopkins University
您将获得的技能: 机器学习, 版本控制, R 程序设计, Rmarkdown, 统计编程, Knitr, 数据可视化软件, 数据操作, 统计可视化, 数据清理, Ggplot2, 数据科学, R(软件), 降维, 统计分析, GitHub, 数据共享, 数据整合, 探索性数据分析, 绘图(图形)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Site Reliability Engineering, Kubernetes, Google Cloud Platform, Cloud Infrastructure, Prompt Engineering, Application Deployment, Identity and Access Management, CI/CD, Containerization, Cloud Storage, Cloud Security, Cloud Services, Cloud Management, Service Level Agreement, Virtual Machines, Microservices, Virtual Networking, Cloud Computing, Safety Culture, Culture Transformation
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: PyTorch (Machine Learning Library), Model Deployment, Convolutional Neural Networks, Transfer Learning, Data Quality, Generative AI, Deep Learning, Image Analysis, MLOps (Machine Learning Operations), Data Pipelines, Embeddings, Applied Machine Learning, Artificial Neural Networks, Model Evaluation, Software Visualization, Computer Vision, Data Preprocessing, Natural Language Processing, Machine Learning
中级 · 专业证书 · 1-3 个月

您将获得的技能: Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Prometheus (Software), Cloud Infrastructure, Load Balancing, Prompt Engineering, Kubernetes, Network Performance Management, Network Monitoring, Cloud Computing Architecture, Firewall, Containerization, Application Performance Management, Virtual Networking, Network Architecture, Network Planning And Design, Network Security, Network Routing, Site Reliability Engineering, Virtual Private Networks (VPN)
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 计算机视觉, 数据预处理, 深度学习, Keras(神经网络库), 人工神经网络, PyTorch(机器学习库), 图像分析, 卷积神经网络, Transfer Learning, 迁移学习, 张力流
中级 · 课程 · 1-4 周

您将获得的技能: Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Prometheus (Software), Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, Prompt Engineering, Network Monitoring, Cloud Computing Architecture, Containerization, Application Performance Management, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Routing, Site Reliability Engineering, Cloud Security, Virtual Private Networks (VPN)
攻读学位
中级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Cloud Infrastructure, Application Deployment, Prompt Engineering, Kubernetes, Containerization, Database Architecture and Administration, MySQL, Cloud Computing Architecture, Dataflow, PostgreSQL, Identity and Access Management, Cloud Deployment, Data Migration, Cloud Management, Cloud Security, Cloud Applications, Operational Databases, Database Design, Database Management
中级 · 专项课程 · 3-6 个月

您将获得的技能: Gemini, API Gateway, Cloud Applications, Kubernetes, Google Cloud Platform, Containerization, Cloud Infrastructure, Cloud Development, Application Deployment, Prompt Engineering, CI/CD, Serverless Computing, Cloud-Native Computing, Microservices, Data Persistence, Application Development, Identity and Access Management, Cloud Computing, Cloud Storage, Debugging
中级 · 专业证书 · 3-6 个月
University of California, Irvine
您将获得的技能: 内容创作, 写作, 语言学习, 多媒体, 照片/视频制作与技术, 语法, 口语理解, 词汇, 电子媒体, 英语
中级 · 专项课程 · 3-6 个月