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。
University of Illinois at Urbana-Champaign
您将获得的技能: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Lean Manufacturing, Change Management, Business Technologies, Collaborative Software, Augmented and Virtual Reality (AR/VR), Solution Design, Technology Strategies, Learning Strategies, Systems Analysis, System Implementation
提供的学分
MasterTrack · 6-12 个月
University of Colorado Boulder
您将获得的技能: Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Exploratory Data Analysis, Dimensionality Reduction, Data Warehousing, Regression Analysis, Classification And Regression Tree (CART), Performance Testing, Bash (Scripting Language), Data Science
提供的学分
研究生证书 · 6-12 个月

Heriot-Watt University
您将获得的技能: Artificial Intelligence, Graph Theory, Database Development, Data Structures, Database Architecture and Administration, NoSQL, Computational Logic, Object Oriented Programming (OOP), Java, Combinatorics, Theoretical Computer Science, Object Oriented Design, Big Data, Computer Programming, Natural Language Processing, Algorithms, Reinforcement Learning, Computational Thinking, Mathematical Theory & Analysis, Agentic systems
获得学位
学位 · 1-4 年

Pontificia Universidad Católica de Chile
您将获得的技能: Predictive Analytics, Data Cleansing, Unsupervised Learning, Data Visualization, Exploratory Data Analysis, Supervised Learning, Dimensionality Reduction, Data Science, Descriptive Analytics, Matplotlib, Predictive Modeling, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Data Analysis, Pandas (Python Package), Data Literacy, Statistical Machine Learning, Applied Machine Learning, Visualization (Computer Graphics), Data Visualization Software
提供的学分
MasterTrack · 6-12 个月
University of Colorado Boulder
您将获得的技能: Computer Vision, Power Electronics, Display Devices, Control Systems, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Deep Learning, Systems Design, Debugging, Artificial Neural Networks, Electrical Engineering, USB, Semiconductors, Technical Design, Electrical Power, Electrical Systems, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming Tools
提供的学分
研究生证书 · 6-12 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Network Analysis, Data Storytelling, Financial Statement Analysis, Data Presentation, Financial Modeling, Interactive Data Visualization, Financial Statements, Marketing Analytics, Data Visualization, Product Marketing, Statistical Machine Learning, Marketing Management, Data Cleansing, Matplotlib, Machine Learning, Random Forest Algorithm, Operations Research, Natural Language Processing, Mathematical Modeling
提供的学分
MasterTrack · 6-12 个月

Ball State University
您将获得的技能: Data Ethics, Machine Learning Algorithms, Data Collection, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Software Development Methodologies, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Statistical Software, R Programming, Artificial Intelligence, Natural Language Processing
获得学位
学位 · 1-4 年

University of Leeds
您将获得的技能: Data Ethics, Data Presentation, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Statistical Machine Learning, Statistical Visualization, Classification And Regression Tree (CART), Network Analysis, Statistical Methods, Applied Machine Learning, Data Visualization, Data Manipulation, Data Analysis, Statistical Modeling, Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Object Oriented Programming (OOP)
获得学位
学位 · 1-4 年
University of London
您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
提供的学分
研究生证书 · 6-12 个月

Pontificia Universidad Católica de Chile
您将获得的技能: Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Large Language Modeling, Database Design, Social Network Analysis, Sampling (Statistics), People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Social Determinants Of Health, Gerontology, Cloud Security, Data Visualization, Health Informatics, Bayesian Statistics, Unsupervised Learning, Dimensionality Reduction
获得学位
学位 · 1-4 年
University of Colorado Boulder
您将获得的技能: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, UI/UX Research, Human Computer Interaction, Embedded Software, Persona (User Experience), Control Systems, File Systems, Internet Of Things, User Interface (UI), Embedded Systems
提供的学分
研究生证书 · 6-12 个月

Indian Statistical Institute
您将获得的技能: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Statistical Modeling, SQL, Data Compilation, Economics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, Graphing, International Finance
研究生文凭 · 6-12 个月