Reinforcement Learning 课程可以帮助您学习马尔可夫决策过程、奖励系统和策略优化等关键概念。您可以掌握算法设计、模拟环境和评估代理性能方面的技能。许多课程介绍了 TensorFlow 和 OpenAI Gym 等工具,这些工具支持在实际场景中实施和测试强化学习算法。

您将获得的技能: Git (Version Control System), GitHub, Version Control, Infrastructure as Code (IaC), Debugging, Bash (Scripting Language), Test Automation, Puppet (Configuration Management Tool), Infrastructure As A Service (IaaS), Cloud Services, Technical Communication, Web Services, Email Automation, Automation, Python Programming, Interviewing Skills, Applicant Tracking Systems, Configuration Management, Program Development, Programming Principles
高级设置 · 专业证书 · 3-6 个月

IBM
您将获得的技能: Model Evaluation, 数据访问, 回归分析, 统计假设检验, 功能工程, 预测建模, 逻辑回归, 机器学习算法, 降维, 无监督学习, 机器学习, 数据预处理, Scikit Learn(机器学习库), 分类算法, 探索性数据分析, 模型评估, 异常检测, 统计推理, 统计方法, 应用机器学习, 监督学习
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Reinforcement Learning, Inventory Management System, Supply Chain, Operations Research, Supply Chain Management, Process Optimization, Data-Driven Decision-Making, Process Analysis, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Decision Making, Simulations, Algorithms
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: 查询语言, 计算机编程, 数据分析, 调试, 网络抓取, 数据库, 数据可视化, 数据库设计, 恢复性应用程序接口, 交互式数据可视化, 数据清理, 数据处理, 数据可视化软件, 网络服务, 编程原则, Python 编程, 数据结构, JSON, 关系数据库, 可扩展标记语言(XML)
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Cyber Attacks, Incident Response, Cybersecurity, Network Protocols, Threat Detection, Bash (Scripting Language), Debugging, Linux, Interviewing Skills, Python Programming, SQL
攻读学位
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: Model Evaluation, 持续监测, 功能工程, 数据管道, 调试, 模型部署, 数据预处理, 机器学习, Data Validation, 数据质量, 云部署, 模型评估, 数据验证, 持续部署, MLOps(机器学习运营), 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: 深度学习, Model Evaluation, 回归分析, 网络架构, 卷积神经网络, 递归神经网络 (RNN), 自然语言处理, Keras(神经网络库), 迁移学习, 机器学习, 人工神经网络, Transfer Learning, 生成模型架构, 模型评估, 分类与回归树 (CART), 图像分析
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 深度学习, 人工智能赋能, 人工智能产品战略, 数据科学, 人工智能, 人工神经网络, 机器学习, 负责任的人工智能, 数据伦理
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Random Forest Algorithm, Data Analysis, Predictive Modeling, Model Evaluation, Bayesian Network, Python Programming, Statistical Modeling, Classification Algorithms
高级设置 · 课程 · 1-3 个月

Pearson
您将获得的技能: Large Language Modeling, Deep Learning, Prompt Engineering, Image Analysis, Model Deployment, Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Convolutional Neural Networks, Tensorflow, Vision Transformer (ViT), LLM Application, Transfer Learning, Computer Vision, Responsible AI, Natural Language Processing, Embeddings, Keras (Neural Network Library), Generative AI, Artificial Neural Networks, Multimodal Prompts
中级 · 专项课程 · 1-4 周

您将获得的技能: Model Evaluation, Deep Learning, Performance Tuning, Applied Machine Learning, Performance Improvement, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Supervised Learning, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning
中级 · 课程 · 1-4 周