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。

Arizona State University
您将获得的技能: 数字教学法, 培训培训师
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Decision Tree Learning, Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

Automatic Data Processing, Inc. (ADP)
您将获得的技能: Benefits Administration, Compensation and Benefits, Human Resource Policies, Human Resource Strategy, Human Resources, Employee Assistance Programs, Communication Planning, Health Care, Program Evaluation, Insurance, Diversity and Inclusion, Dental Care
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月

您将获得的技能: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design
中级 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, 数据操作, Matplotlib, 数据导入/导出, NumPy, Scikit-learn (机器学习库), 回归分析, 模型评估, Pandas(Python 软件包), 统计分析, 数据科学, 数据分析, 数据预处理, 探索性数据分析, 数据清理, 数据转换, 数据可视化, 数据驱动的决策制定, 预测建模
中级 · 课程 · 1-3 个月

您将获得的技能: Agentic Workflows, Prompt Engineering, Agentic systems, AI Personalization, AI Enablement, Artificial Intelligence, Human Computer Interaction, Human Centered Design, Responsible AI, User Flows, User Experience Design, Context Management
中级 · 课程 · 1-4 周

您将获得的技能: API Testing, Application Deployment, Integration Testing, Continuous Deployment, Microservices, Software Versioning, Continuous Integration, Test Automation, Application Programming Interface (API), CI/CD, Test Tools, Verification And Validation, Application Lifecycle Management
高级设置 · 课程 · 1-4 周

您将获得的技能: Application Security, Secure Coding, Security Testing, Open Web Application Security Project (OWASP), Vulnerability, Software Testing, Computer Security, Vulnerability Management, Data Security, Security Strategy, Unit Testing, Human Factors (Security), Application Design, Information Privacy, Computer Programming, Python Programming, Node.JS, Javascript, Design Strategies, JavaScript Frameworks
中级 · 专项课程 · 1-3 个月

您将获得的技能: Application Design, Software Visualization
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 卷积神经网络, 迁移学习, 计算机视觉, 模型部署, 人工神经网络, JSON, 机器学习, 数据转换, 实时数据, 网络应用, 数据处理, Javascript, 图像分析, 应用机器学习, 张力流
中级 · 课程 · 1-4 周