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。

Arizona State University
您将获得的技能: 人类学习, 学习策略, 自我意识, 创造力, 精神集中, 解决问题, 时间管理, 坚持不懈, 生产率, 愿意学习, 压力管理
初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Deep Learning, Plot (Graphics), Artificial Neural Networks, Matplotlib, Data Cleansing, Data Analysis, Tensorflow, Natural Language Processing, Data Processing, Data Manipulation, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时

Sungkyunkwan University
您将获得的技能: 回归分析, 机器学习, 监督学习, Python 程序设计, 机器学习算法, 统计方法, 概率, 应用机器学习, 线性代数, 数据分析, Scikit-learn (机器学习库)
混合 · 课程 · 1-4 周

Politecnico di Milano
您将获得的技能: Open Source 技术, 学习理论, 教学法, 课程规划, 以学生为中心的学习, 学生参与, 创新, 教育材料, 教学策略, 教学和课程设计, 学习策略, 课程开发
初级 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Supervised Learning, Generative Model Architectures, Unsupervised Learning, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Data Collection, Machine Learning Algorithms, OpenAI, Feature Engineering, Data Ethics, Dimensionality Reduction, MLOps (Machine Learning Operations), Machine Learning, Multimodal Prompts, Data Processing, Network Architecture
中级 · 专业证书 · 3-6 个月

University of Alberta
您将获得的技能: 概率分布, 抽样(统计), 机器学习, 机器学习算法, 人工智能和机器学习(AI/ML), 预测建模, Algorithm, 强化学习, 模拟
中级 · 课程 · 1-3 个月

Illinois Tech
您将获得的技能: Deep Learning, Generative AI, Image Analysis, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Network Architecture, Tensorflow, Computer Vision, Natural Language Processing, Machine Learning, Performance Tuning
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: Data Processing, Data Transformation, Financial Forecasting, Feature Engineering, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Predictive Modeling, Pandas (Python Package), Tensorflow, Artificial Neural Networks, Matplotlib, NumPy
混合 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Image Analysis, Natural Language Processing, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Data Processing, Data Transformation
混合 · 课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Computer Vision, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Tensorflow, Deep Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Applied Machine Learning, Data Processing
混合 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Customer Analysis, Predictive Modeling, Data Processing, Feature Engineering, Predictive Analytics, Exploratory Data Analysis, Data Cleansing, Software Installation
混合 · 课程 · 1-4 周