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。

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月

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

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

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

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

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

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

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

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