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: 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, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning, Responsible AI, Performance Measurement, Predictive Modeling, Leadership and Management, Predictive Analytics, Data Processing, Fraud detection, Business Leadership, Business Transformation, Data-Driven Decision-Making, Business Priorities, Data Science
初级 · 课程 · 1-4 周

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

University of Colorado Boulder
您将获得的技能: Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Empathy, Cultural Sensitivity, Workplace inclusivity, Social Justice, Cultural Diversity, Recognizing Others, Cognitive flexibility, Self-Awareness, Innovation, Productivity, Autism Spectrum Disorders
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初级 · 课程 · 1-3 个月

Universidad de los Andes
您将获得的技能: Mathematics Education, Arithmetic, Geometry, Systems Of Measurement, Algebra
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Statistical Analysis, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Time Series Analysis and Forecasting, Data Visualization Software, Data Collection, Data Manipulation, Application Programming Interface (API)
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中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Image Analysis, Tensorflow, Computer Vision, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Network Architecture
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Self-Awareness, Personal Development, Personal Integrity, Growth Mindedness, Initiative and Leadership, Personal Attributes, Accountability, Leadership, Resilience, Visionary, Goal Setting, Adaptability
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初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Stakeholder Management, Stakeholder Analysis, Professional Networking, Business Relationship Management, Relationship Building, Business Strategy, Leadership, Strategic Leadership, Competitive Analysis, Mentorship, Innovation, Value Propositions, Communication
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Labor Relations, Labor Law, Culture, Social Studies, World History, Diversity Awareness, Cultural Diversity, Economic Development, Socioeconomics, Economics, Social Justice, Global Marketing, International Relations, Business Economics, Public History, Demography, Market Opportunities, Political Sciences, Trend Analysis, Governance
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Gemini, Debugging, Web Applications, Development Testing, Application Development, Web Development, Generative AI, Software Development Life Cycle, Software Development Tools, Application Lifecycle Management, Google Cloud Platform
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