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。

Rice University
您将获得的技能: Python 程序设计, 软件包和软件管理, 文件输入/输出, 计算机编程, 数据清理, 脚本语言, 计划发展, 数据结构, 数据存储, 数据整合, 数据处理, 数据导入/导出, 开发环境, 绘图(图形), 数据操作, 脚本, 数据可视化软件, 编程原则, 数据分析, 数据可视化
初级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 创造力, 同行评审, 语言能力, 语言学习, 英语, 语法, 编辑, 写作, 校对, 视频制作, 词汇
高级设置 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Random Forest Algorithm, Decision Tree Learning, Supervised Learning, Logistic Regression, Classification Algorithms
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: C#(编程语言), 计算机编程, 用户界面(UI), 开发环境, 脚本, 数据存储, 游戏设计, 视频游戏开发, Unity 引擎, 面向对象编程(OOP), 调试
初级 · 课程 · 1-4 周

Universiteit Leiden
您将获得的技能: 心理学, 压力管理, 正念, 自我意识, 社会正义, 环境与资源管理, 道德标准与行为, 文化多样性, 创伤护理, 心理健康, 社会科学, 精神和行为健康专业
初级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Responsible AI, Tensorflow, PyTorch (Machine Learning Library), Internet Of Things, Real Time Data, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Artificial Intelligence, Emerging Technologies, Generative AI, Wireless Networks, Generative AI Agents, Network Performance Management, Network Architecture, Digital Communications, Network Protocols, Computer Networking, System Design and Implementation, Communication
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Apache Mahout, NoSQL, Big Data, Databases, Real Time Data, Scalability, Distributed Computing, Data Persistence, Database Architecture and Administration, Model Evaluation, Data Integrity, Unstructured Data, Machine Learning Algorithms, Classification Algorithms
混合 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 概率与统计, 统计建模, 贝叶斯统计, 统计可视化, 统计分析, Python 程序设计, 数据可视化软件, 统计机器学习, 统计推理, 抽样(统计), Matplotlib, 统计编程, 模型评估, 统计, Jupyter, 回归分析, 统计方法, 数据可视化, 统计软件, 统计假设检验
初级 · 专项课程 · 1-3 个月
Starweaver
您将获得的技能: Cyber Threat Hunting, Splunk, Threat Detection, Jupyter, Anomaly Detection, Threat Management, Cybersecurity, Data Analysis, Data Science, Applied Machine Learning, Security Information and Event Management (SIEM), Pandas (Python Package), Interactive Data Visualization, Data Cleansing, Data Transformation, MLOps (Machine Learning Operations), Unsupervised Learning, Machine Learning Methods, Automation
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Code Review, Process Driven Development, Software Development Tools, AI Workflows, Program Development
初级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周