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。

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

Google Cloud
您将获得的技能: 时间序列分析和预测, 机器学习, Machine Learning 方法, 模型评估, 云平台, 统计机器学习, 模型部署, 人工神经网络, 预测建模, 金融交易, 金融, 技术分析, 应用机器学习, 证券交易, 监督学习, 机器学习算法, 深度学习, Google 云端平台, 人工智能和机器学习(AI/ML), 财务预测
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
高级设置 · 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

您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
中级 · 课程 · 1-4 周

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: Interactive Learning, Education Software and Technology, End User Training and Support, Virtual Environment
初级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL
初级 · 项目 · 不超过 2 小时

The University of Tokyo
您将获得的技能: Oral Comprehension, Traffic Flow Optimization, Vocabulary, Water Resources, Literacy, Water Quality, Language Learning, Robotics, Grammar, Augmented Reality, Biochemistry
中级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Responsible AI, Large Language Modeling, Data Ethics, Machine Learning, Applied Machine Learning, Artificial Intelligence, Supervised Learning, Predictive Modeling, Artificial Neural Networks, Unsupervised Learning, Deep Learning, Reinforcement Learning
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 统计建模, 概率与统计, 机器学习, 统计分析, 数据展示, Plotly, R 语言程序设计(中文版), 统计机器学习, 模型评估, 闪亮(R 套件), GitHub, 预测建模, 探索性数据分析, 机器学习算法, Rmarkdown, 回归分析, 数据可视化, 交互式数据可视化, 统计假设检验, 统计推理
中级 · 专项课程 · 3-6 个月

Amazon Web Services
您将获得的技能: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning
混合 · 课程 · 1-4 周