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。

University of Colorado Boulder
您将获得的技能: 探索性数据分析, 数据建模, 数据科学, 分类算法, 监督学习, 无监督学习, 机器学习算法, 决策树学习, Machine Learning 方法, 模型评估, 异常检测, 数据分析, 分析技能, 数据预处理, 大数据, 数据挖掘, 数据整合, 数据仓库, 数据管道, 数据清理
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中级 · 专项课程 · 1-3 个月

初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Process Capability, Sampling (Statistics), R (Software), Correlation Analysis, Statistical Inference, Probability Distribution, Statistical Visualization, R Programming, Statistical Process Controls, Statistical Hypothesis Testing, Statistical Methods, Data Science, Statistics, Data Analysis, Statistical Analysis, Data Analysis Software, Probability, Descriptive Statistics, Quality Improvement, Process Engineering
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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: Accountability, Executive Presence, Decision Making, Conflict Management, Business Ethics, Succession Planning, Risk Management, Organizational Structure, Stakeholder Management, Professional Networking, Diversity Equity and Inclusion Initiatives, Strategic Leadership, Relationship Building, Culture Transformation, Business Strategy, Organizational Leadership, Engineering Management, Team Building, Leadership, People Management
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初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 风险管理, 项目规划, 风险缓解, 质量管理, 采购, 质量保证, 工程管理, 供应商管理, 项目管理, 质量控制, 制定计划, 风险分析, 成本估算, 项目时间表, 预算管理, 项目关闭, 时间表, 里程碑(项目管理)
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初级 · 课程 · 1-4 周

Technical University of Munich (TUM)
您将获得的技能: 适应, 文化敏感性, 文化多样性, 学生参与, 学生支持与服务, 语言学习, 高等教育, 跨文化能力
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Google Cloud Platform, Google Workspace, Agentic Workflows, AI Workflows, Data Access, AI Enablement, Generative AI Agents, Cloud Security, LLM Application, Data Management, Data Integration, AI Security
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google Gemini, Gemini, Query Languages, Application Development, Google Cloud Platform, Software Development Life Cycle, Software Development Tools, Cloud Applications, Software Testing, Generative AI Agents, Web Applications, Debugging
初级 · 课程 · 1-4 周

您将获得的技能: Social Media Management, Social Media Content, Social Media, Content Management Systems, Scheduling, Content Creation, Global Marketing, Digital Marketing
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Personal Development, Resilience, Self-Awareness, Mental Concentration, Accountability, Overcoming Obstacles, Self-Motivation, Persistence, Productivity, Emotional Intelligence, Growth Mindedness, Time Management, Positivity, Optimism, Stress Management, Initiative and Leadership, Personal Attributes, Decision Making, Engineering Management, Goal Setting
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初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Gemini, Gemini, Web Development Tools, Software Development Life Cycle, Google Cloud Platform, Application Deployment, Application Lifecycle Management, Cloud Deployment, Application Development, Web Applications, Test Script Development, Query Languages
初级 · 课程 · 1-4 周

您将获得的技能: Google Gemini, Marketing Strategies, Customer Analysis, Big Data, Forecasting, Customer Insights, Predictive Analytics, Analytics, Target Audience, Data Analysis, Marketing Analytics, Artificial Intelligence, Google Cloud Platform, Generative AI
初级 · 课程 · 1-4 周