科罗拉多大学博尔德分校的课程可以帮助您学习数据分析、机器学习、Python 编程和统计建模。您可以掌握数据可视化、预测分析和数据驱动决策方面的技能。许多课程介绍了 TensorFlow、R 和 SQL 等工具,这些工具支持分析复杂数据集和实施机器学习算法。

University of Colorado Boulder
您将获得的技能: Caregiving, Sociology, Long Term Care, Dignity in Care, Home Health Care, Care Management, Health Care, Surveys, Social Sciences, Social Justice, Culture, Socioeconomics, Supply And Demand, Cultural Diversity, Economics, Policy, and Social Studies, Healthcare Ethics, Discussion Facilitation, Media and Communications, Community and Social Work, Stress Management
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 行为经济学, Algorithm, 数学建模, 计算思维, 分析技能, 概率, 解决问题, 演绎推理, 理论计算机科学
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Business Ethics, Courage, Ethical Standards And Conduct, Decision Making, Technical Management, Professionalism, Engineering Management, Personal Integrity, IT Management, Ancient History, Human Development, Cultural Diversity, Technology Strategies, Business Leadership, Leadership, Anthropology, Social Sciences, Artificial Intelligence
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初级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning, Generative AI
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学位 · 1-4 年

University of Colorado Boulder
您将获得的技能: 数据叙事, 数据可视化软件, 可用性, 以用户为中心的设计, 分析, Authentication, 医疗保健伦理, 负责任的人工智能, 技术交流, 可视化(计算机制图), 道德标准与行为, 信息隐私, 交互式数据可视化, 数据展示, 数据安全, 统计报告, 网络安全, 以人为本的设计, 用户体验设计, 数据伦理
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中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Supervised Learning, R Programming, Statistical Inference, Statistical Machine Learning, Dimensionality Reduction, Machine Learning, Advanced Analytics, Random Forest Algorithm, Sampling (Statistics)
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中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Linux, 分布式计算, 文件系统, 可扩展性, C 和 C++, 计算机结构, 数据共享, 操作系统, 编程原则, 脚本, 通信系统, 命令行界面, 软件架构, 云计算开发, 性能调整, 大数据, Bash(脚本语言)
高级设置 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 沟通, 创造力, 语言交流技能, 叙事, 说服沟通, 商务写作, 适应, 演讲, 推动参与, 非语言交流, 公开演讲, 沉着
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 回归分析, 定量研究, 统计分析, 预测建模, 数据科学, 概率与统计, 概率分布, 统计推理, 统计假设检验, 机器学习, 数学建模, 数据分析, 数据建模, 统计建模, 统计方法, 研究设计, 线性代数, 数据伦理, 分类与回归树 (CART), R 语言程序设计(中文版)
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中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Service Level, Database Management, Acceptance Testing, Software Engineering, Web Applications, Performance Testing, Scalability, Microservices, Software Architecture, Data Architecture, Distributed Computing, Data Infrastructure, System Monitoring, Application Deployment, Application Development, Prototyping, Predictive Modeling, Software Development, Web Development, Big Data
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高级设置 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Applied Machine Learning, Generative Model Architectures, Unsupervised Learning, Artificial Intelligence
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中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning, Generative AI
获得学位
学位 · 1-4 年