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。

California Institute of the Arts
您将获得的技能: 可视化(计算机制图), 概念设计, 美学, 创造力, 设计策略, 设计研究, 游戏设计, 叙事, 虚拟环境, 动画和游戏设计
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Software, AI Workflows, User Interface (UI) Design, Brainstorming, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Human Centered Design, User Story, Wireframing, Deep Learning, Ideation
初级 · 专项课程 · 1-3 个月

Alberta Machine Intelligence Institute
您将获得的技能: Python 程序设计, Scikit-learn (机器学习库), 机器学习, 决策树学习, 监督学习, 性能分析, 业务解决方案, 分类算法, 数据预处理, 工艺优化, 数据处理, 回归分析, 机器学习算法, 功能工程, 应用机器学习, Jupyter, 模型评估
混合 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Transfer Learning, Small Data, Deep Learning, Applied Machine Learning, Data Preprocessing, Unsupervised Learning, Machine Learning, Generative AI, Supervised Learning, Model Evaluation
混合 · 课程 · 1-3 个月

您将获得的技能: Cryptography, Model Evaluation, Exploratory Data Analysis, Event-Driven Programming, Encryption, Server Side, Web Development, Regression Analysis, Apache, Web Services, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Public Key Cryptography Standards (PKCS), Web Scraping, Natural Language Processing, Web Applications, Key Management, Python Programming, Predictive Modeling
初级 · 专项课程 · 3-6 个月

Parsons School of Design, The New School
您将获得的技能: Building Design, Sustainable Design, Sustainable Architecture, Public Health, Architectural Design, Environmental Engineering, Chemical Engineering, Health Assessment, Sustainability Standards, Materials science
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Classification Algorithms, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving
中级 · 课程 · 1-4 周

您将获得的技能: Dimensionality Reduction, R Programming, Time Series Analysis and Forecasting, Applied Machine Learning, Unsupervised Learning, Predictive Modeling, Machine Learning, Text Mining, Classification Algorithms, Artificial Neural Networks, Data Mining, Feature Engineering, Data Preprocessing, Model Evaluation, Exploratory Data Analysis
混合 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 数据安全, 负责任的人工智能, 数据预处理, 模型部署, 数据管道, 机器学习, 数据库, 持续监测, MLOps(机器学习 Operator), 云计算, 性能调整, 微软 Azure, 数据伦理, 信息隐私, 模型评估
中级 · 课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, DevOps, Applied Machine Learning, Cloud Deployment, AI Workflows, Automation, Continuous Deployment, Containerization, Data Processing
中级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 负责任的人工智能, 合规管理, 解决方案设计, 机器学习, 数据驱动的决策制定, 监管合规, AI 赋能, AI 产品战略, 机器学习算法, 业务解决方案, 商业道德, 应用机器学习, 人工智能和机器学习(AI/ML), 数据伦理, MLOps(机器学习 Operator), 项目实施, 模型评估
中级 · 课程 · 1-4 周