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: 数据分析, 大数据, 无监督学习, 文件系统, 测量系统, 员工管理, 数据存储, 分析, 产品规划, 新产品开发, 机器学习, 产品开发, 机器学习算法, 物联网, 数据预处理, 项目规划, 监督学习
攻读学位
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 计算机视觉, Algorithm, 回归分析, 决策树学习, 人工智能和机器学习(AI/ML), 卷积神经网络, 无监督学习, 自然语言处理, 模型评估, 深度学习, 预测分析, 机器学习, 数据科学, 分类与回归树 (CART), 逻辑回归, 随机森林算法, 监督学习
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
攻读学位
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, 网页内容无障碍指南, 技术战略, 数字教学法, 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: 心理学, 教育软件和技术, 高等教育, 学习理论, 教育与培训, 教学法, 学校心理学, 人类发展, 社会科学, 儿童发展
初级 · 课程 · 1-4 周

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

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