Rice 大学的课程可以帮助您学习数据分析、机器学习技术和统计建模。您可以培养使用 Python 编程、解释复杂数据集以及应用算法解决实际问题的技能。许多课程介绍了用于 AI 项目的 TensorFlow、用于统计分析的 R 和用于数据库管理的 SQL 等工具,展示了这些技能如何应用于从金融到医疗保健等各行各业。

University of Virginia Darden School Foundation
您将获得的技能: Digital Transformation, Business Transformation, Product Lifecycle Management, Technology Strategies, Competitive Analysis, Data Strategy, Innovation, Organizational Development, Business Intelligence, Business Leadership, Competitive Intelligence, Business Modeling, Business Economics, Business Strategy, Organizational Change, Data-Driven Decision-Making, Internet Of Things, Automation, Emerging Technologies, AI Personalization
初级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Methods, Data Visualization, R Programming, Statistical Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytics, Data Analysis, Statistical Hypothesis Testing, Variance Analysis
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Classification Algorithms, Logistic Regression, Unstructured Data, Model Evaluation, Dimensionality Reduction
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Cloud Deployment, Containerization, Microservices, Rust (Programming Language), Unit Testing, Cloud Computing, Development Environment, Application Frameworks, Programming Principles, Restful API, Algorithms
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Automation, Stakeholder Analysis, Socioeconomics, Environmental Science, Electrical Systems, Economics, Policy, and Social Studies, Emerging Technologies, Technology Roadmaps, Sustainable Technologies, Policy Analysis, Transportation Operations, Social Sciences, Electric Power Systems, Environment, Energy and Utilities, Sustainable Development, Information Privacy, Safety Assurance
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Statistical Modeling, Exploratory Data Analysis, Statistical Methods, Data Analysis, Data Presentation, Team Management, Analytical Skills, Data-Driven Decision-Making, Data Strategy, Statistical Inference, Communication, Communication Strategies
混合 · 课程 · 1-4 周

Duke University
您将获得的技能: Serverless Computing, Amazon Web Services, Rust (Programming Language), Debugging, Application Deployment, Development Environment, Linux
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Data Preprocessing, Model Evaluation, Feature Engineering, Algorithms
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Social Impact, Community Organizing, Innovation, Social Justice, Community Outreach, Public History, Research, Storytelling, Cultural Diversity, Adaptability
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Database Management Systems, Data Modeling, Database Design, Database Systems, Big Data, Unified Modeling Language, Database Architecture and Administration, Data Storage Technologies, Data Management, Apache Hadoop, Apache Spark, Conceptual Design
混合 · 课程 · 1-4 周

The Open University
您将获得的技能: 系统思考, 业务系统分析, 解决复杂问题, 可持续商业, 企业可持续发展, 解决问题, 面试技巧, 创新, 流程制图, 可持续性标准, 利益相关者分析, 可持续发展
中级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Conflict Management, Intercultural Competence, Team Building, Diversity and Inclusion, Workplace inclusivity, Cultural Diversity, Team Leadership, Collaboration, Cultural Sensitivity, Verbal Communication Skills, Active Listening, Communication, Empathy, Leadership, Non-Verbal Communication, Safety Culture, Relationship Building, Adaptability
初级 · 课程 · 1-4 周