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: Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Tensorflow, Predictive Modeling, Dimensionality Reduction, Classification Algorithms, Time Series Analysis and Forecasting, Model Evaluation
高级设置 · 课程 · 1-3 个月

Northwestern University
您将获得的技能: 管理团队, 战略领导力, 创新, 创造性思维, 故事板, 构思, 协作, 以人为本的设计, 设计思维, 集思广益, 定性研究, 客户参与, 同理心
混合 · 课程 · 1-4 周

New York Institute of Finance
您将获得的技能: 技术分析, 市场趋势, 机器学习, 深度学习, Keras(神经网络库), Python 程序设计, 数据管道, 应用机器学习, 统计机器学习, 预测建模, 张力流, 证券交易, 金融交易, 金融市场, 模型评估, 时间序列分析和预测
中级 · 课程 · 1-3 个月

您将获得的技能: Jupyter, Data Transformation, Logistic Regression, Machine Learning Methods, Health Informatics, Applied Machine Learning, Data Preprocessing, Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Predictive Analytics, Analytics, Classification Algorithms, Pandas (Python Package), Software Installation
混合 · 课程 · 1-4 周

您将获得的技能: AWS SageMaker, Model Evaluation, Applied Machine Learning, Classification Algorithms, Amazon Web Services, Machine Learning Methods, Predictive Modeling, Machine Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

Alberta Machine Intelligence Institute
您将获得的技能: 项目管理, 模型部署, 数据清理, 监督学习, 分类算法, 负责任的人工智能, 决策树学习, MLOps(机器学习 Operator), 数据预处理, 产品生命周期管理, 数据质量, 机器学习, 机器学习算法, 数据伦理, 功能工程, 业务运营, 应用机器学习, Data Validation, 模型评估, Jupyter
中级 · 专项课程 · 3-6 个月

University of Washington
您将获得的技能: 深度学习, 分类算法, 数据预处理, 监督学习, 机器学习, 模型评估, Python 程序设计, 功能工程, 计算机视觉, 自然语言处理, 人工智能, 应用机器学习, 无监督学习, 预测建模, 文本挖掘, 图像分析, 应用程序开发, 回归分析
混合 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Object Oriented Design, JUnit, Object Oriented Programming (OOP), Unified Modeling Language, Software Design Patterns, Software Testing, Software Engineering, Java, Java Programming, Computer Programming, Application Design, User Interface and User Experience (UI/UX) Design, Unit Testing, Software Design, Software Architecture, API Design, Model View Controller, Program Development, Software Development, Databases
中级 · 专项课程 · 3-6 个月

Board Infinity
您将获得的技能: Data Preprocessing, Model Deployment, Apache Mahout, Java, Java Programming, Apache Spark, Classification Algorithms, Applied Machine Learning, Deep Learning, Model Evaluation, Natural Language Processing, Data Cleansing, Machine Learning, Feature Engineering, Regression Analysis
中级 · 课程 · 1-4 周
Google Cloud
您将获得的技能: 可行性研究, 模型部署, 数据战略, 创新, 负责任的人工智能, 机器学习, AI 赋能, Data Governance, 数据伦理, 应用机器学习, 模型评估, 商业分析, 图像分析, Google 云端平台
初级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, NumPy, Pandas (Python Package), Applied Machine Learning, Python Programming, Scikit Learn (Machine Learning Library), Data Visualization, Supervised Learning, Feature Engineering, Machine Learning, Natural Language Processing, Machine Learning Algorithms, Text Mining, Data Manipulation, Unsupervised Learning, Model Evaluation, Data Preprocessing, Classification Algorithms
混合 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Biological Engineering, Molecular Biology, Biotechnology, Electrical Engineering, Engineering Design Process, Biochemistry, Cell Biology, Technical Design, Research Design, Biology, Computational Logic, Laboratory Experience, Technical Standard
攻读学位
初级 · 课程 · 1-3 个月