Machine Design 课程可以帮助您了解机械部件、系统动力学和材料选择。您可以掌握创建详细设计说明书、进行应力分析和通过模拟优化性能的技能。许多课程都会介绍用于绘图和建模的 CAD 软件等工具,以及用于评估设计完整性的有限元分析 (FEA) 工具。您还将探索制造工艺和原型制作技术,从而将所学知识应用到实际环境中。

Duke University
您将获得的技能: Algorithm, 应用编程接口 (API), 文件输入/输出, 计算机编程, 数据结构, Java, Java 编程, 面向对象编程(OOP), 预测建模, 软件设计, 软件工程, 性能测试, 编程原则, 调试
初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Matplotlib, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Preprocessing, Natural Language Processing, Machine Learning, Unstructured Data, Data Analysis, Data Manipulation, Python Programming, Computer Science
中级 · 指导项目 · 不超过 2 小时

California Institute of the Arts
您将获得的技能: 以用户为中心的设计, 线框设计, 用户体验, 网页设计, 信息架构, 目标受众, 需求分析, 可用性测试, Agile 方法论, 用户研究, 角色(用户体验), 模型, UI/UX 战略
中级 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Statistical Modeling, Microsoft Azure, Statistical Methods, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, MLOps (Machine Learning Operations), Azure Synapse Analytics, Cloud Computing, Data Preprocessing, Data Management, Model Deployment, Model Evaluation, Development Environment
中级 · 课程 · 1-4 周

您将获得的技能: Unreal Engine, Virtual Environment, 3D Assets, Game Design, Visualization (Computer Graphics), Computer Graphics, Animation and Game Design, Storytelling, Layout Design, Design Elements And Principles
混合 · 课程 · 1-4 周

您将获得的技能: AI Workflows, OpenAI API, LLM Application, OpenAI, Model Context Protocol, Generative AI Agents, Agentic systems, Tool Calling, Prompt Engineering, ChatGPT, Artificial Intelligence, Application Programming Interface (API), User Interface (UI), Context Management, Large Language Modeling, Python Programming, Development Environment, Application Deployment, Debugging
中级 · 课程 · 1-4 周

您将获得的技能: Animation and Game Design, Video Game Development, Computer Graphics, 3D Assets, Animations, C# (Programming Language), Cross Platform Development, Development Environment, Software Installation, Content Management
混合 · 课程 · 1-4 周

您将获得的技能: 数据科学, 分布式计算, 统计方法, Apache Spark, PySpark, 机器学习, 数据存储技术, Machine Learning 方法, 数据存储, 大数据, 数据处理, 机器学习算法, 数据预处理, 描述性统计, 应用机器学习, 模型评估
中级 · 课程 · 1-4 周

您将获得的技能: Computer Graphics, Application Development, Visualization (Computer Graphics), Software Design, C++ (Programming Language), Microsoft Windows, Software Architecture, Application Lifecycle Management, Context Management, System Configuration, Debugging
混合 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据科学, 探索性数据分析, 无监督学习, 自动编码器, 机器学习, 决策树学习, Scikit-learn (机器学习库), 机器学习算法, 卷积神经网络, Keras(神经网络库), 递归神经网络 (RNN), 生成对抗网络 (GAN), 分类算法, 人工神经网络, 应用机器学习, 降维, 监督学习, 深度学习, 模型评估
攻读学位
中级 · 专项课程 · 3-6 个月