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。
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

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

您将获得的技能: Bash (Scripting Language), Python Programming, Unix Shell, Command-Line Interface, Programming Principles, Computer Programming, Scripting, Scripting Languages, Development Environment, Data Structures
初级 · 指导项目 · 不超过 2 小时

Packt
您将获得的技能: Large Language Modeling, Model Deployment, Natural Language Processing, Application Deployment, Transfer Learning, Embeddings, Workflow Management, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Processing, Application Programming Interface (API), Model Evaluation, Automation, Software Installation
中级 · 课程 · 1-3 个月

Rice University
您将获得的技能: Python 程序设计, 计算机编程, 开发环境, 集成开发环境, 编程原则, 调试
初级 · 课程 · 1-4 周

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

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

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

您将获得的技能: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Programming Principles, Scripting, Scripting Languages, Data Structures, Development Environment, Microsoft Visual Studio, Integrated Development Environments, Computer Programming, Software Installation
初级 · 专项课程 · 3-6 个月

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 无监督学习, 数据伦理, 图像质量, 负责任的人工智能, 数据综合, 深度学习, 人工神经网络, 卷积神经网络, 机器学习, 生成模型架构, 模型评估, 生成式人工智能, 信息隐私, PyTorch(机器学习库), 图像分析
中级 · 专项课程 · 1-3 个月
您将获得的技能: AI Security, Threat Modeling, MITRE ATT&CK Framework, Application Security, Security Engineering, Security Controls, Responsible AI, MLOps (Machine Learning Operations), Cybersecurity, Model Deployment, Data Security, Threat Detection, Artificial Intelligence and Machine Learning (AI/ML), Vulnerability Assessments, Application Lifecycle Management
中级 · 课程 · 1-4 周