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。

Microsoft
您将获得的技能: 机器学习, 无代码开发, 预测建模, MLOps(机器学习 Operator), 无监督学习, 微软 Azure, 应用机器学习, 回归分析, 模型部署, 分类算法, 人工智能, 监督学习, 人工智能和机器学习(AI/ML)
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 机器学习, 模型评估, 预测建模, Scikit-learn (机器学习库), Python 程序设计, 无监督学习, 人工神经网络, 监督学习, 随机森林算法, 分类算法, 回归分析, 决策树学习, 功能工程, 应用机器学习
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 模型评估, 预测建模, 无监督学习, 数据科学, 强化学习, 回归分析, 分类算法, 应用机器学习, 人工智能, 监督学习, 深度学习
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, Scikit-learn (机器学习库), 模型评估, 预测建模, 无监督学习, 降维, 监督学习, Python 程序设计, 回归分析, 逻辑回归, 分类算法, 应用机器学习, 决策树学习, 功能工程
中级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: Java, 代码审查, 软件设计, 模型-视图-控制器, 应用设计, 可维护性, 统一模型语言, 编程原则, 面向对象设计, 软件架构, 软件设计模式
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, AI Workflows, Model Deployment, Machine Learning, Applied Machine Learning
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Applied Machine Learning, Image Analysis, Cloud Deployment, Hybrid Cloud Computing, Recurrent Neural Networks (RNNs), Systems Architecture, Performance Tuning, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning
高级设置 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, 模型评估, 预测建模, 数据预处理, Scikit-learn (机器学习库), 无监督学习, Python 程序设计, 分类算法, 回归分析, Jupyter, 人工智能, 监督学习, 功能工程, NumPy, 逻辑回归
初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation
初级 · 指导项目 · 不超过 2 小时

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