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。

Imperial College London
您将获得的技能: Python 程序设计, 应用数学, 微积分, 统计分析, 数学建模, 数据预处理, 统计, Machine Learning 方法, Algorithm, NumPy, 降维, 机器学习算法, 回归分析, 功能工程, 线性代数, 衍生产品, Jupyter, 人工神经网络, 无监督学习, 高等数学
初级 · 专项课程 · 3-6 个月

University of Virginia
您将获得的技能: 集思广益, 创造性思维, 项目范围界定, 角色开发, 创造力, 产品开发, 用户体验, 战略思维, 项目规划, 设计思维, 创新, 利益相关者分析, 价值评估工程, 构思, 成长意识, 设计研究, 开放的心态, 用户研究, 以人为本的设计, 流程制图
初级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering
中级 · 课程 · 3-6 个月

Northeastern University
您将获得的技能: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Machine Learning, Governance, Model Evaluation, Risk Mitigation, Algorithms, Data Preprocessing, Business Ethics, Data Governance, Data Collection, Regulatory Requirements, Business, Business Strategy, Business Planning
初级 · 课程 · 1-4 周

California Institute of the Arts
您将获得的技能: 以用户为中心的设计, 模型, 网络语言, 设计师, Adobe XD, 线框设计, 响应式网页设计, 交互设计, 网页设计, 用户体验, 设计元素和原则, 信息架构, 原型设计, UI/UX 战略, 角色(用户体验), 平面和视觉设计, 用户研究, 用户界面和用户体验(UI/UX)设计, 用户体验设计, 用户界面 (UI) 设计
初级 · 专项课程 · 3-6 个月

IESE Business School
您将获得的技能: Design Thinking, Ideation, User Research, Culture Transformation, User Experience Design, Qualitative Research, Problem Solving, Brainstorming, Creative Problem-Solving, Solution Design, Human Centered Design, Strategic Thinking, Organizational Change, User Experience, Customer experience improvement, Innovation, Creative Thinking, Empathy, Systems Thinking, Leadership
初级 · 专项课程 · 1-3 个月

Duke University
您将获得的技能: Python 程序设计, 负责任的人工智能, 数据分析, 模型部署, 云部署, MLOps(机器学习 Operator), NumPy, 大数据, 数据操作, 拥抱的脸, 数据管理, Data Management, 微软 Azure, Devops, 集装箱化, GitHub, 机器学习, Pandas(Python 软件包), AWS SageMaker, 云计算, 探索性数据分析
高级设置 · 专项课程 · 3-6 个月

Skillshare
您将获得的技能: Responsive Web Design, User Interface and User Experience (UI/UX) Design, Digital Design, Web Design, Motion Graphics, Adobe XD, No-Code Development, Animations, Layout Design, Prototyping, Graphic Design, Augmented and Virtual Reality (AR/VR), Style Guides
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Responsible AI, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Data Preprocessing, Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Migration, Apache Airflow, Model Evaluation, Data Lakes, Scikit Learn (Machine Learning Library), Cloud Computing
中级 · 专业证书 · 3-6 个月

California Institute of the Arts
您将获得的技能: 设计师, 设计策略, 照片编辑, Adobe InDesign, 艺术史, 数字设计, 色彩理论, 设计元素和原则, 视觉设计, Adobe Illustrator, 排版, 图像质量, 风格指南, 图形和视觉设计软件, 平面和视觉设计, 布局设计, 打造品牌, 平面设计, 设计研究, 徽标设计
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 持续监测, 云部署, 模型部署, 数据预处理, 持续部署, 数据管道, MLOps(机器学习 Operator), 模型评估, 调试, 功能工程, 机器学习, 应用机器学习, Data Validation, 数据质量
中级 · 课程 · 1-4 周