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: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Statistical Methods, Applied Machine Learning, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Predictive Modeling, Decision Tree Learning
混合 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Tensorflow, Data Processing, Computer Vision, Data Transformation, Financial Forecasting, Applied Machine Learning, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Predictive Modeling, Google Cloud Platform, Development Environment
初级 · 专项课程 · 1-3 个月

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Linear Algebra, Applied Machine Learning, Unsupervised Learning, Regression Analysis, Statistical Methods, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Regression Analysis, Matplotlib, Feature Engineering, Time Series Analysis and Forecasting, Jupyter, Image Analysis, Scikit Learn (Machine Learning Library), Applied Machine Learning, Tensorflow, Data Visualization, Machine Learning Algorithms, Amazon Web Services, Python Programming, Cloud Applications, Data Transformation, Predictive Modeling, Data Processing, Health Informatics, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 1-3 个月

您将获得的技能: Tensorflow, Computer Vision, Deep Learning, Amazon Elastic Compute Cloud, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Application Deployment, Applied Machine Learning, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Software Installation, Feature Engineering, Application Development, Data Processing, System Requirements
初级 · 专项课程 · 1-3 个月

您将获得的技能: 数据操作, 应用编程接口 (API), 数据处理, JSON, 脚本, 网页抓取, 自动化, Pandas(Python 软件包), 数据导入/导出, NumPy, 面向对象编程(OOP), 计算机编程, 还原式 API, 编程原则, 数据结构, Python 程序设计, 数据分析, Jupyter
初级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Bayesian Network, Artificial Neural Networks, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Network Architecture, Algorithms, Probability Distribution
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 语言能力, 语言学习, 语法, 英语, 词汇
初级 · 专项课程 · 1-3 个月

您将获得的技能: Artificial Intelligence, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Markov Model, Algorithms, Probability & Statistics
混合 · 课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Reinforcement Learning, Unsupervised Learning, Artificial Neural Networks, Machine Learning Methods, Generative AI, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Computer Vision, Statistical Modeling, Artificial Intelligence, Geospatial Information and Technology, Machine Learning, Regression Analysis, Data Pipelines, Network Architecture, Network Model
中级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 仪表板, 数据清理, 生成式人工智能, 交互式数据可视化, 同行评审, Plotly, SQL, 数据导入/导出, 探索性数据分析, 数据转换, 数据分析, 数据可视化软件, 无监督学习, Jupyter, 数据可视化, 监督学习, 数据扫盲, 功能工程, 专业网络, 数据整理
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初级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: 数据清理, 深度学习, 机器学习算法, 数据访问, 回归分析, 强化学习, 降维, 预测建模, 机器学习, 生成模型架构, 时间序列分析和预测, Python 程序设计, 探索性数据分析, 应用机器学习, 数据分析, 数据科学, 统计推理, 功能工程, 监督学习, 无监督学习
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中级 · 专业证书 · 3-6 个月