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: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Pseudocode, Computational Thinking, Bayesian Network, Data Structures, Graph Theory, Machine Learning Algorithms, Classification Algorithms, Network Analysis, Probability, Probability & Statistics
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Mathematics Education, Simulation and Simulation Software, Design Reviews, Interactive Design, Experimentation, Chemistry, Physics, Biology
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model
混合 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Java, Software Architecture, Object Oriented Programming (OOP), Data Structures, Software Design, Computer Programming, Programming Principles, Application Development, UI Components
混合 · 课程 · 1-3 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

Xi'an Jiaotong University
您将获得的技能: System Testing, Database Design, User Interface (UI) Design, .NET Framework, Software Testing, Databases, ASP.NET, System Design and Implementation, Web Applications, C# (Programming Language), Application Development, Software Development, SQL
混合 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Linux Commands, Linux, Unix Commands, Shell Script, Data Processing, Text Mining, Command-Line Interface, Data Manipulation, Unix, Data Transformation, Automation, File Management
初级 · 课程 · 1-3 个月

University of Illinois at Urbana-Champaign
您将获得的技能: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Marketing, Machine Learning Algorithms, Business Strategy, Risk Management, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Financial Market, Statistical Inference, Strategic Decision-Making
提供的学分
研究生证书 · 6-12 个月

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: 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: Web Design and Development, Responsive Web Design, HTML and CSS, Web Content Accessibility Guidelines, Front-End Web Development, Cascading Style Sheets (CSS), Web Development Tools, React.js, User Interface (UI), Javascript, Web Servers, Semantic Web, Command-Line Interface
初级 · 课程 · 1-4 周
University of Colorado Boulder
您将获得的技能: Mathematics Education, Teaching, Pedagogy, Simulations, Instructional Strategies, Education Software and Technology, Student-Centred Learning, Multilingualism, Lesson Planning, Arithmetic, Diversity Awareness
初级 · 课程 · 1-3 个月