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。

DeepLearning.AI
您将获得的技能: 模型培训, 人工智能, 卷积神经网络, 模型优化, 应用机器学习, 机器学习方法, 递归神经网络 (RNN), Python 编程, 深度学习, 人工神经网络, 监督学习
★ 4.9 (12万) · 中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 模型培训, 脚本, 机器学习, 云计算, 机器学习方法, 应用机器学习, 人工神经网络, 数据驱动决策, 人工智能和机器学习(AI/ML), Google Cloud 平台, 张力流, 开发环境
★ 4 (20) · 初级 · 项目 · 不超过 2 小时

Alberta Machine Intelligence Institute
您将获得的技能: 人工智能, 案例研究, 数据预处理, 数据质量, 数据收集, 机器学习, 业务分析, 无监督学习, 业务要求, 监督学习, 数据伦理, 机器学习方法, 应用机器学习, 机器学习算法, 数据采集, 产品生命周期管理
★ 4.7 (747) · 中级 · 课程 · 1-4 周


IBM
您将获得的技能: 人工智能扫盲, 生成式人工智能, 自然语言处理, 机器人, 风险缓解, 生成模型架构, 法学硕士申请, 负责任的人工智能
★ 4.7 (2.3万) · 初级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Model Training, Machine Learning, Machine Learning Algorithms, Model Optimization, Python Programming, Algorithms, Model Evaluation
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: 生成式人工智能, Prompt Engineering, PyTorch(机器学习库), 机器学习, Keras(神经网络库), 数据科学, Apache Spark, 微调, 无监督学习, 法学硕士申请, 生成模型架构, PySpark, 计算机视觉, Python 编程, 检索-增强生成, 监督学习, 提示模式, 生成式人工智能代理, 大型语言建模, 矢量数据库, 及时工程
★ 4.6 (2.2万) · 中级 · 专业证书 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Reinforcement Learning, Model Optimization, Autoencoders, Generative AI, Artificial Neural Networks, Transfer Learning, Unsupervised Learning, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Generative Model Architectures, Applied Machine Learning, Image Analysis, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Logistic Regression
★ 4.5 (4234) · 中级 · 专业证书 · 3-6 个月

University of California, Irvine
您将获得的技能: 语言学习, 英语, 语法, 词汇, 语言能力
★ 4.9 (5198) · 初级 · 专项课程 · 1-3 个月

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Model Optimization, Convolutional Neural Networks, Model Deployment, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Machine Learning Software
★ 4.3 (29) · 中级 · 专业证书 · 3-6 个月

您将获得的技能: Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), AI Orchestration, LLM Application, Generative AI Agents, Agentic Workflows, Artificial Intelligence, Agentic systems, Large Language Modeling, Machine Learning Methods, Cloud Services, Responsible AI, Cloud Deployment, Machine Learning Algorithms, Front-End Web Development, Python Programming, Scalability, Data Science, Data Management
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Model Deployment, Model Training, Deep Learning, PyTorch (Machine Learning Library), Scalability, Docker (Software), Application Deployment, Containerization, Model Evaluation, Artificial Neural Networks, Tensorflow, Network Model, Network Architecture, Configuration Management
中级 · 课程 · 1-4 周