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: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Linear Algebra, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Statistics, Machine Learning Algorithms, Machine Learning, Python Programming
混合 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 教育软件和技术, 差异化教学, 数字扫盲, 新兴技术, 创新, 数字教学法, 协作软件
混合 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Cloud Computing Architecture, Systems Architecture, Performance Tuning, Distributed Computing, Machine Learning, Scalability, Data Pipelines, Data Processing
高级设置 · 课程 · 1-3 个月

New York University
您将获得的技能: 统计方法, 机器学习, Scikit-learn (机器学习库), 张力流, 模型评估, 人工神经网络, 金融, 预测建模, 逻辑回归, Jupyter, 应用机器学习, 强化学习, 回归分析, 深度学习, 金融市场, 监督学习
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: Python 程序设计, 线性代数, 人工神经网络, 回归分析, 衍生产品, 数学建模, 微积分, 高等数学, 机器学习算法
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Exploratory Data Analysis, Model Evaluation, Cloud Deployment, Data Preprocessing, Data Analysis, Amazon Elastic Compute Cloud, Application Deployment, Predictive Modeling, Extract, Transform, Load, Data Pipelines, Data Processing
中级 · 课程 · 1-4 周

University of Washington
您将获得的技能: Python 程序设计, 机器学习, 自然语言处理, 文本挖掘, 模型评估, 监督学习, 人工智能, 功能工程, 分类算法, 数据预处理, 预测建模, 计算机视觉, 无监督学习, 回归分析, 应用机器学习, 应用程序开发, 深度学习, 图像分析
混合 · 课程 · 1-3 个月

The University of Tokyo
您将获得的技能: Language Competency, Vocabulary, Oral Comprehension, Grammar, Language Learning, Literacy, Engineering Documentation, Science and Research, Materials science
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: No-Code Development, Model Deployment, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Return On Investment, Model Evaluation, Analytics, Performance Measurement, Business Metrics, Responsible AI, Cloud Computing, Big Data, Scalability, Workflow Management, Continuous Improvement Process, Business Continuity, Auditing, Performance Tuning, Application Programming Interface (API)
中级 · 课程 · 1-4 周

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

您将获得的技能: Wireless Networks, Control Systems, Interactive Design, Software Installation, Electronics, Display Devices, Embedded Systems, Electronic Components, Computer Programming Tools, Development Environment, Electrical Wiring, Programming Principles, Debugging
初级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Data Preprocessing, Model Deployment, Apache Mahout, Java, Java Programming, Apache Spark, Classification Algorithms, Applied Machine Learning, Deep Learning, Model Evaluation, Natural Language Processing, Data Cleansing, Machine Learning, Feature Engineering, Regression Analysis
中级 · 课程 · 1-4 周