哥伦比亚课程
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。
哥伦比亚热门课程与认证
状态：免费试用Johns Hopkins University
您将获得的技能: 数据可视化软件, 数据清理, GitHub, 数据预处理, 持续集成, 软件测试, 技术文档, R 语言程序设计（中文版）, 软件文档, 传单（软件）, 代码审查
状态：免费试用University of Colorado Boulder
您将获得的技能: Stakeholder Management, Professional Networking, Relationship Building, Business Strategy, Leadership, Strategic Leadership, Competitive Analysis, Mentorship, Innovation, Value Propositions, Team Motivation, Communication
状态：免费试用The Hong Kong University of Science and Technology
您将获得的技能: 沟通, 英语, 演讲, 分析, 业务沟通, 目标受众, 商务写作, 撰写报告, 公开演讲, 商业分析, 数据可视化, 案例研究
状态：免费试用University of Colorado Boulder
您将获得的技能: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Transfer Learning, Text Mining, Model Evaluation, Predictive Modeling, Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Google Cloud Platform, Classification Algorithms, Artificial Neural Networks, Performance Metric
状态：免费试用University of Washington
您将获得的技能: 数据分析, 数据收集, 数据科学, 数据整理, 统计建模, 数据预处理, 统计, Python 程序设计, 预测分析, 数据整合, Data Validation, R 语言程序设计（中文版）, 功能工程, 应用机器学习, 研究, 模型评估, 预测建模
状态：免费试用University of Colorado Boulder
您将获得的技能: Agentic systems, Mathematical Modeling, Systems Design, Theoretical Computer Science, Machine Controls, Computational Logic, Verification And Validation, System Requirements, System Design and Implementation, Engineering Analysis, Software Systems, Simulations, Automation Engineering, Automation, Mechanics, Diagram Design, Systems Analysis, Safety Assurance, Control Systems, Linear Algebra
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率与统计, 统计分析, 统计推理, 应用数学, 概率分布, 数据扫盲, 统计, 统计方法, 理论计算机科学, 人工智能, 抽样（统计）
状态：免费试用University of Colorado Boulder
您将获得的技能: 概率与统计, 统计分析, 数据分析, 数据科学, 统计建模, 数据伦理, 统计假设检验, 线性代数, 回归分析, 定量研究, 微积分, 研究设计
状态：新Google Cloud
您将获得的技能: Google Gemini, Generative AI Agents, Google Cloud Platform, Cloud Security, Agentic systems, Data Access, Prompt Engineering, Large Language Modeling, Enterprise Security, Cloud Storage, Data Integration, Artificial Intelligence, Data Security, Application Deployment
状态：预览University of Rochester
您将获得的技能: 音乐创作, 器乐, 创造力, 音乐, 音乐理论, 音乐历史, 音乐表演
状态：预览University of Pennsylvania
您将获得的技能: 古代历史, 叙事, 调查, 社会学, 人类学, 世界历史, 文化多样性, 研究方法, 时间表, 艺术史
状态：免费试用University of Colorado Boulder
您将获得的技能: Value Propositions, Social Media Marketing, Social Media Strategy, Strategic Planning, Search Engine Optimization, Competitive Analysis, Business Modeling, Web Analytics and SEO, Business Strategy, Paid media, Content Marketing, Market Analysis, Marketing Strategy and Techniques, Email Marketing, Digital Marketing, Google Ads, Innovation, Product Development, Video Production
总之，以下是 10 最受欢迎的 columbia 课程
- 掌握 R 语言软件开发: Johns Hopkins University
- Value Creation and Building Enduring Relationships: University of Colorado Boulder
- 商业案例分析: The Hong Kong University of Science and Technology
- Supervised Text Classification for Marketing Analytics: University of Colorado Boulder
- 规模数据科学--顶点项目: University of Washington
- Foundations of Autonomous Systems: University of Colorado Boulder
- 数据科学和 AI 的统计估算: University of Colorado Boulder
- 方差分析和实验设计: University of Colorado Boulder
- Introduction to Gemini Enterprise: Google Cloud
- 披头士的音乐: University of Rochester
