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。

Northeastern University
您将获得的技能: Classification Algorithms, Exploratory Data Analysis, Data Mining, Model Evaluation, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Feature Engineering, Predictive Modeling, Statistical Analysis, Data Preprocessing, Case Studies, Supervised Learning, Project Implementation
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Generative AI, Transfer Learning, Generative Adversarial Networks (GANs), Applied Machine Learning, Small Data, Autoencoders, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Machine Learning Methods, Computer Graphics, Machine Learning, Image Analysis, Machine Learning Algorithms, Data Synthesis, Simulation and Simulation Software, Computer Vision, Augmented and Virtual Reality (AR/VR), Simulations, 3D Assets
混合 · 课程 · 1-3 个月

Lund University
您将获得的技能: Climate Change Adaptation, Environment, Social Determinants Of Health, Public Health and Disease Prevention, Environmental Policy, Public Health, Epidemiology, Infectious Diseases, Climate Change Mitigation, Community Health, Mental Health, Chronic Diseases, Environmental Science, Physical Science
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Exploratory Data Analysis, Decision Making, Unstructured Data, Data-Driven Decision-Making, Data Literacy, Data Management, Solution Design, Data Analysis, Needs Assessment, Requirements Analysis
初级 · 课程 · 1-4 周
University of Pennsylvania
您将获得的技能: Environmental Social And Corporate Governance (ESG), Social Impact, Sustainable Business, Corporate Sustainability, Strategic Leadership, Sustainable Development, Business Leadership, Case Studies, Business Strategies, Business Metrics, Business Ethics, Investments, Performance Measurement, Stakeholder Engagement
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: User Experience Design, Figma (Design Software), Design Thinking, Interaction Design, User Interface (UI) Design, Usability Testing, Prototyping, Wireframing, Software Testing, Information Architecture, White-Box Testing, No-Code Development, Quality Assurance
攻读学位
混合 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Governance, Database Management, Database Architecture and Administration, Data Management, Data Warehousing, Database Design, SQL, Transaction Processing, Stored Procedure, Data Security, Disaster Recovery, Encryption, Server Side, Data Encryption Standard, Data Integrity
攻读学位
混合 · 课程 · 1-3 个月

University of Huddersfield
您将获得的技能: Stakeholder Management, Organizational Strategy, Innovation, Strategic Leadership, Stakeholder Analysis, Organizational Change, Business Strategy, Strategic Decision-Making, Change Management, Business Ethics, Leadership, Business Modeling, Case Studies
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: Entrepreneurial Finance, Finance, Entrepreneurship, Capital Markets, Environmental Social And Corporate Governance (ESG), Social Impact, Investments, Return On Investment, Fiscal Management, Financial Management, Stakeholder Engagement, Strategic Partnership, Decision Making, Asset Management, Portfolio Management, Business Strategy, Investment Management, International Finance, Business Management, Market Dynamics
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Algorithms, Graph Theory, Computational Thinking, Programming Principles, Pseudocode, Theoretical Computer Science, Data Structures, Computer Programming, Performance Tuning, Scalability, Design Strategies
混合 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Agile Methodology, Web Design and Development, React.js, User Interface and User Experience (UI/UX) Design, Web Content Accessibility Guidelines, Front-End Web Development, Wireframing, Web Applications, HTML and CSS, Application Deployment, Responsive Web Design, Interactive Design, Javascript
初级 · 课程 · 1-3 个月