哥伦比亚大学的课程可以帮助您学习数据分析、统计建模、机器学习和数据可视化技术。您可以掌握 Python、R 和 SQL 的编程技能,以及数据驱动决策的批判性思维和解决问题的技能。许多课程都会介绍用于数据 Visualization 的 Tableau、用于机器学习的 TensorFlow 和用于交互式编码的 Jupyter Notebook 等工具,让您能够将这些技能应用到实际项目和现实世界的数据挑战中。

您将获得的技能: Full-Stack Web Development, IntelliJ IDEA, Spring Boot, React.js, Restful API, Integrated Development Environments, Object-Relational Mapping, Web Development Tools, Back-End Web Development, Web Applications, Application Frameworks, Command-Line Interface, Data Access
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据结构, 网络分析, 图论, Algorithm, Tree 地图, 计算思维
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高级设置 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Technical Management, Business Ethics, Engineering Management, Decision Making, Ethical Standards And Conduct, IT Management, Leadership
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初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Diversity and Inclusion, Intercultural Competence, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Workplace inclusivity, Cultural Diversity, Cultural Sensitivity, Leadership Studies, Self-Awareness, Organizational Leadership, Social Justice, Adaptability
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初级 · 课程 · 1-3 个月

您将获得的技能: Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning, Performance Reporting, Predictive Analytics, Fraud detection, Business Leadership, Strategic Leadership, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Supervised Learning, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Machine Learning Algorithms, Decision Tree Learning, Data Analysis, Deep Learning, Logistic Regression, Artificial Neural Networks
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 决策, 个人发展, 心理学, 时间管理, 批判性思维, 工程管理, 管理团队, 情绪商数, 认知灵活性, 适应, 自我意识
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初级 · 课程 · 1-3 个月

您将获得的技能: Spring Boot, React.js, Object-Relational Mapping, Restful API, YAML, Data Access, Web Applications, Databases, Application Performance Management, Full-Stack Web Development, Configuration Management, Command-Line Interface
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Organizational Leadership, Team Motivation, Team Leadership, Initiative and Leadership, Leadership, Team Management, Team Performance Management, Leadership and Management, Team Building, Drive Engagement, Storytelling, Coaching, Employee Coaching, Industrial and Organizational Psychology, Goal Setting, Employee Engagement, Collaboration, Influencing, Empathy & Emotional Intelligence, Neurology
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初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Marketing Operations, Operations Management, Technical Management, Marketing Management, Media Planning, Marketing Strategies, Customer Relationship Management, Sales Management, Marketing and Public Relations, Verbal Communication Skills, Supply Chain Management, Branding, Marketing Budgets, Supply Chain, Loyalty Programs, Business Operations, Presentations, Financial Forecasting, Brand Management, Forecasting
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初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 数据分析, 统计, 应用数学, 数据科学, 数据伦理, 数据展示, 数据叙事, 数据驱动的决策制定, 探索性数据分析, 计算机科学, 数据可视化, 技术交流, 统计报告
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中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 描述性统计, 统计推理, 统计分析, 数据分析, 数据科学, 统计, 概率, 统计方法, 概率分布, 抽样(统计), 统计假设检验, 数据操作, R 语言程序设计(中文版), 柱状图, R(软件)
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初级 · 课程 · 1-3 个月