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。
Johns Hopkins University
您将获得的技能: 统计分析, 机器学习, Model Evaluation, 统计推理, Plotly, 版本控制, 机器学习算法, Rmarkdown, R 程序设计, 探索性数据分析, 回归分析, GitHub, 预测建模, 模型评估, 统计假设检验, 数据清理, 数据科学, 交互式数据可视化, 数据操作, 闪亮(R 套件), 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

Yale University
您将获得的技能: 人类发展, 社会科学, 神经学, 人类学习, 文化, 解决问题, 批判性思维, 心理学, 科学方法, 心理健康, 精神病学, 临床心理学, 儿童发展
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Program Evaluation, Course Development, Web Content Accessibility Guidelines, Educational Materials, Multimedia, Instructional Design, Learning Theory, Design, Learning Management Systems, Education Software and Technology, Professional Development, Brainstorming, Needs Assessment, Content Creation, Motivational Skills, Diversity Equity and Inclusion Initiatives, User Centered Design, Prototyping, Design Strategies, Creative Thinking
初级 · 专项课程 · 1-3 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

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: 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

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

您将获得的技能: Data Preprocessing, Model Deployment, Model Evaluation, Supervised Learning, Decision Tree Learning, Applied Machine Learning, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Data Analysis, Business Analysis, Artificial Neural Networks, Classification Algorithms, No-Code Development, Statistical Programming
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 数据可视化, Model Evaluation, 功能工程, 监督学习, Python 编程, 数据预处理, 网络分析, 应用机器学习, NumPy, 自然语言处理, 文本挖掘, 图论, 可视化(计算机制图), 社交网络分析, 科学可视化, 数据可视化软件, 模型评估, Pandas(Python 软件包), 数据操作, 交互式数据可视化, Matplotlib
中级 · 专项课程 · 3-6 个月

您将获得的技能: Program Development, Programming Principles, Python Programming, Computer Programming, Computational Thinking, Problem Management, Data Structures, Integrated Development Environments, Debugging, Development Environment
初级 · 课程 · 1-3 个月