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。

Johns Hopkins University
您将获得的技能: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Feature Engineering, Machine Learning Algorithms, Data Processing, Predictive Modeling, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Data Integration, Data Manipulation, Classification Algorithms
中级 · 课程 · 1-4 周

University of Virginia
您将获得的技能: 促进讨论, Agile 方法论, 软件开发, 产品开发, 产品管理, 创新, 设计思维, 角色开发, 以用户为中心的设计, 产品设计, 敏捷产品开发, 敏捷软件开发, 用户故事, 用户研究
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Data Transformation, Regression Analysis, Feature Engineering, Decision Tree Learning, Machine Learning, Exploratory Data Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Data Cleansing, Data Visualization, Data Preprocessing, Logistic Regression, Predictive Modeling, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Model Evaluation, Classification Algorithms, Data Science, Python Programming
初级 · 指导项目 · 不超过 2 小时
University of California San Diego
您将获得的技能: 设计元素和原则, 设计师, 排版, A/B 测试, 交互设计, 网页设计与开发, 人机交互, 用户体验设计, 以人为本的设计, 布局设计, 可用性测试, 原型设计, 平面和视觉设计, 用户界面 (UI) 设计, 设计研究, 实验
初级 · 课程 · 1-4 周

LearnKartS
您将获得的技能: AWS SageMaker, Data Preprocessing, Computer Vision, Natural Language Processing, Machine Learning, Data Wrangling, Reinforcement Learning, Artificial Intelligence, Model Deployment
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Birla Institute of Technology & Science, Pilani
您将获得的技能: Linear Algebra, Numerical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, Data Analysis, Machine Learning, Dimensionality Reduction, Artificial Neural Networks, Data Manipulation
初级 · 课程 · 1-3 个月

Maven Analytics
您将获得的技能: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Preprocessing, Data Science, Data Transformation, Machine Learning, Model Evaluation, Python Programming
初级 · 指导项目 · 不超过 2 小时

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Generative Adversarial Networks (GANs), Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Model Evaluation, Data Processing, Classification Algorithms, Computer Vision, Predictive Modeling, Computer Programming, Regression Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月