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。

University of Colorado Boulder
您将获得的技能: 机器学习, 物联网, 文件系统, 测量系统, 产品开发, 数据存储, 数据分析, 数据预处理, 无监督学习, 员工管理, 机器学习算法, 新产品开发, 监督学习, 项目规划, 分析, 产品规划, 大数据
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中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 机器学习, 决策树学习, 模型评估, 自然语言处理, 预测分析, 逻辑回归, 计算机视觉, 无监督学习, 卷积神经网络, 随机森林算法, 回归分析, 深度学习, 人工智能和机器学习(AI/ML), Algorithm, 监督学习, 分类与回归树 (CART), 数据科学
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
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中级 · 专项课程 · 3-6 个月

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 Colorado Boulder
您将获得的技能: 教育软件和技术, 语言学习, 数字教学法, 技术战略, 网页内容无障碍指南, 课程开发, 混合式学习
中级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Data Preprocessing, AWS SageMaker, Model Evaluation, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Predictive Modeling, Machine Learning, Supervised Learning, Data Transformation, Unsupervised Learning, Classification Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Unsupervised Learning, Generative AI, Large Language Modeling, Supervised Learning, Deep Learning, LLM Application, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Predictive Modeling, Machine Learning Algorithms, Artificial Neural Networks, Feature Engineering, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Dimensionality Reduction
中级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 高等教育, 学校心理学, 教育软件和技术, 学习理论, 教学法, 心理学, 人类发展, 教育与培训, 儿童发展, 社会科学
初级 · 课程 · 1-4 周

New York University
您将获得的技能: Python 程序设计, 机器学习, 决策树学习, Scikit-learn (机器学习库), 降维, 相关性分析, 金融服务, 人工神经网络, 金融交易, 无监督学习, 投资组合管理, 探索性数据分析, 强化学习, 监督学习, 回归分析, 应用机器学习
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Evaluation, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Random Forest Algorithm, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Statistics
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中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: Linux, 软件包和软件管理, 用户账户, 命令行界面, 云计算架构, Linux 管理, 系统监控, 文件系统, 文件管理, Devops, Git(版本控制系统), 乌班图, Operating System 管理, Linux 命令, 公钥基础设施, Virtual Private Networks(VPN), Linux 服务器, 入侵检测和防御, 版本控制, 防火墙
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Collection, Model Deployment, Data Ethics, MLOps (Machine Learning Operations), Feature Engineering, Data Cleansing, Responsible AI, Applied Machine Learning, Data Analysis, Solution Design, Statistical Analysis, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Application Deployment, Generative AI, Data Preprocessing, Cloud Deployment
中级 · 课程 · 1-3 个月