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。

您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Precision Medicine, Generative AI, Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Transfer Learning, Biomedical Engineering, Control Systems, Energy and Utilities, Technical Design, Robotics, Deep Learning, Computer Vision, Medical Imaging, Reinforcement Learning, Electric Power Systems, Bioinformatics
中级 · 专项课程 · 1-3 个月

University of London
您将获得的技能: 调解, 政治科学, 冲突管理, 国际关系, 政策分析, 文化多样性, 公共事务, 世界历史, 跨文化能力, 外交
混合 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 数据建模, SQL, 数据可视化软件, 关系数据库, 网页抓取, Python 程序设计, 数据库, 数据库设计, 地理信息系统, 面向对象编程(OOP), 应用编程接口 (API), 数据处理
初级 · 课程 · 1-3 个月

UNSW Sydney (The University of New South Wales)
您将获得的技能: 机器学习, 概率与统计, 分类算法, 计算机视觉, Machine Learning 方法, 降维, 人工神经网络, 深度学习, 卷积神经网络, 功能工程, 无监督学习, 地理空间信息与技术, 监督学习, 图像分析, 空间分析
中级 · 课程 · 3-6 个月

您将获得的技能: Google Ads, Search Engine Optimization, Digital Marketing, Keyword Research, Target Audience, Search Engine Marketing, Pay Per Click Advertising, Persona Development, Marketing, Marketing Strategies, Advertising, Customer Engagement, Web Analytics
初级 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周

您将获得的技能: Cloud Computing Architecture, Google Cloud Platform, Cloud Security, Cloud Computing, Digital Transformation, Application Programming Interface (API), Model Deployment, Public Cloud, Data Pipelines, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Data Management, Virtualization and Virtual Machines, Microservices, Containerization, Machine Learning
初级 · 课程 · 1-3 个月
Coursera
您将获得的技能: Classification And Regression Tree (CART), Decision Tree Learning, Classification Algorithms, Java, Java Programming, Machine Learning Algorithms, Supervised Learning, Algorithms, Machine Learning, Data Structures, Software Engineering
高级设置 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Customer Analysis, Customer Retention, Marketing Analytics, Customer Insights, Strategic Decision-Making, Product Strategy, Data Analysis, Product Management, Data-Driven Decision-Making, Advanced Analytics, Unsupervised Learning, Technical Documentation, Performance Measurement, Machine Learning Algorithms
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 迁移学习, 自然语言处理, 卷积神经网络, Keras(神经网络库), 模型评估, 深度学习, 嵌入, 递归神经网络 (RNN), 数据管道, 张力流
中级 · 课程 · 1-3 个月