Deep Reinforcement Learning 课程可以帮助您学习强化学习、神经网络和策略梯度的原理。您可以掌握算法设计、奖励优化和环境模拟方面的技能。许多课程介绍了 TensorFlow 和 PyTorch 等工具,这些工具支持实现 AI 模型,以及在复杂环境中训练代理的技术。

您将获得的技能: Generative AI, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Federated Learning, Scalability, Machine Learning, Distributed Computing, Model Evaluation, MLOps (Machine Learning Operations), Microsoft Azure, Information Privacy
中级 · 课程 · 1-4 周

您将获得的技能: Penetration Testing, Vulnerability Assessments, Network Analysis, Cyber Security Assessment, Virtual Machines, Virtual Environment, Open Source Technology, Malware Protection, Command-Line Interface, Software Installation, Microsoft Windows
中级 · 课程 · 1-3 个月

您将获得的技能: Data Preprocessing, Applied Machine Learning, Unsupervised Learning, Correlation Analysis, Data Cleansing, R Programming, Data Quality, Machine Learning, Machine Learning Algorithms, Data Manipulation, Data Mining, Exploratory Data Analysis, Data Integrity
混合 · 课程 · 1-4 周

您将获得的技能: CI/CD, Azure DevOps, Infrastructure as Code (IaC), Continuous Integration, Docker (Software), Microsoft Azure, DevOps, Application Deployment, GitHub, Continuous Deployment, Cloud Deployment, Containerization, Git (Version Control System), YAML, Secure Coding, Cloud Computing
中级 · 课程 · 1-3 个月

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis
混合 · 课程 · 1-4 周

The State University of New York
您将获得的技能: 创造力, 协作, 批判性思维, 技术战略, 数字扫盲, 安全和安保, 新兴技术, 愿意学习, 成长意识, 沟通, 解决问题, 终身学习, 专业发展, 计算机扫盲, 网页内容无障碍指南, 数据伦理
初级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Data Governance, AI Workflows, Data Management, Predictive Modeling, Machine Learning, Model Evaluation, AI Orchestration, Data Pipelines, Performance Tuning
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), 决策树学习, 机器学习, 商业分析, 商业智能, 模型评估, 分类算法, 数据预处理, 预测建模, 无监督学习, 监督学习, 回归分析, 应用机器学习
攻读学位
中级 · 课程 · 1-4 周

Commonwealth Education Trust
您将获得的技能: 问责制, 协作, 自我意识, 管理团队, 愿意学习, 终身学习, 专业精神, 专业发展, 道德标准与行为, 个人发展, 教学
混合 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, DevOps, Application Lifecycle Management, Continuous Deployment, Model Evaluation, Applied Machine Learning, Cloud Solutions, Automation, Data Management
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 文化响应, 课程规划, 高等教育, 学校心理学, 正念, 增强能力, 自我意识, 计划评估, 儿童教育与发展, 社交技能, 课堂管理, 情绪商数, 个人发展, 同理心, 宣传, 行为管理, 专业发展, 成长意识, 社会正义, 教学
初级 · 专项课程 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Cloud Management, Application Lifecycle Management, DevOps, Model Evaluation, Cloud Deployment, AI Workflows, Continuous Deployment, Continuous Integration, Automation
中级 · 课程 · 1-4 周