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: Autoencoders, Convolutional Neural Networks, Generative Adversarial Networks (GANs), Applied Machine Learning, Model Deployment, Unsupervised Learning, Artificial Intelligence, Classification Algorithms
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中级 · 课程 · 1-4 周

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

Google Cloud
您将获得的技能: Google Gemini, Generative AI Agents, Google Cloud Platform, AI Workflows, Data Access, Large Language Modeling, Enterprise Security, Data Integration, Data Security, Application Deployment, Technical Documentation
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 卷积神经网络, 生成对抗网络 (GAN), 人工智能和机器学习(AI/ML), 模型评估, Keras(神经网络库), 自然语言处理, 性能调整, 应用机器学习, 递归神经网络 (RNN), 深度学习, 自动编码器, 人工神经网络, 张力流, 无监督学习, 图像分析
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中级 · 课程 · 1-3 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 Pennsylvania
您将获得的技能: 调查, 艺术史, 叙事, 研究方法, 社会学, 世界历史, 古代历史, 人类学, 时间表, 文化多样性
中级 · 课程 · 1-3 个月

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
Ludwig-Maximilians-Universität München (LMU)
您将获得的技能: Competitive Analysis, Game Theory, Business Strategy, Market Dynamics, Go To Market Strategy, Strategic Partnership, Strategic Decision-Making, Market Analysis, Consumer Behaviour, Product Development, Innovation
混合 · 课程 · 1-3 个月

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

University of Maryland, College Park
您将获得的技能: Team Building, Project Controls, Project Scoping, Agile Project Management, Project Management, Risk Management, Sprint Planning, Team Leadership, Project Implementation, Requirements Management, Stakeholder Management, Stakeholder Communications, Lean Methodologies, Design Thinking
初级 · 课程 · 1-3 个月

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, 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