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: Responsible AI, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Machine Learning Algorithms, Decision Tree Learning, Data Analysis, Regression Analysis, Performance Analysis, Deep Learning, Artificial Neural Networks
初级 · 课程 · 1-4 周

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

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

您将获得的技能: Machine Learning, Data Ethics, Responsible AI, Technical Communication, Predictive Analytics, Supervised Learning, Artificial Intelligence, Data Analysis, Decision Tree Learning, Regression Analysis, Statistical Analysis, Artificial Neural Networks
初级 · 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

Johns Hopkins University
您将获得的技能: 数据操作, 数据可视化软件, 数据清理, 数据转换, GitHub, 软件测试, 代码审查, 传单(软件), 持续集成, 软件文档, R 语言程序设计(中文版), 技术文档
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

The Hong Kong University of Science and Technology
您将获得的技能: 商务写作, 英语, 演讲, 撰写报告, 分析, 目标受众, 业务沟通, 沟通, 数据可视化, 公开演讲, 商业分析, 案例研究
混合 · 课程 · 1-3 个月

University of Washington
您将获得的技能: Python 程序设计, 预测建模, 数据分析, 监督学习, 数据整理, 数据收集, 数据科学, 数据处理, 技术交流, 统计建模, Data Validation, R 语言程序设计(中文版), 功能工程, 研究, 应用机器学习, 统计
混合 · 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