模式识别课程可以帮助您学习数据分析、Feature Extraction 和图像分析技术。您可以掌握统计建模、Machine Learning 算法和 Neural Network 设计方面的技能。许多课程会介绍 TensorFlow 和 Scikit-learn 等 Python 库等工具,这些工具用于在涉及 AI 和人工智能应用的项目中实现这些技术。

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Convolutional Neural Networks, Deep Learning, Matlab, Data Preprocessing, Data Visualization, Transfer Learning, Applied Machine Learning, Data Analysis
初级 · 课程 · 1-4 周

您将获得的技能: Supervised Learning, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning Methods, Convolutional Neural Networks, Matplotlib, Data Visualization, Probability & Statistics, Deep Learning, Classification Algorithms, Artificial Intelligence, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Machine Learning, Seaborn, Applied Machine Learning, Digital Signal Processing, Statistical Inference
中级 · 专项课程 · 3-6 个月

您将获得的技能: Tensorflow, Computer Vision, Model Evaluation, Deep Learning, Transfer Learning, Image Analysis, Model Deployment, Convolutional Neural Networks, Keras (Neural Network Library), Applied Machine Learning, Python Programming
混合 · 课程 · 1-4 周

您将获得的技能: Serverless Computing, Computer Vision, Image Analysis, Amazon Web Services, AI Enablement, Amazon S3, AWS Identity and Access Management (IAM), Text Mining, Data Processing, Unstructured Data
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Anomaly Detection, Image Analysis, Computer Vision, Matlab, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Transfer Learning, Data Synthesis
初级 · 课程 · 1-4 周

您将获得的技能: Computer Vision, Applied Machine Learning, Digital Signal Processing
中级 · 课程 · 1-4 周

Wesleyan University
您将获得的技能: 统计分析, Model Evaluation, 探索性数据分析, 无监督学习, 机器学习算法, 回归分析, 分类与回归树 (CART), Python 程序设计, 随机森林算法, 功能工程, 决策树学习, 应用机器学习, 预测分析, 数据分析, 数据挖掘, 机器学习
混合 · 课程 · 1-4 周

University of Alberta
您将获得的技能: 统一模型语言, 还原式 API, API 设计, 模型-视图-控制器, 软件文档, 软件开发, 软件设计, 代码审查, 可维护性, 产品系列工程, Java, 软件架构, 软件系统, 网络服务, 面向对象编程(OOP), 软件设计模式, 面向对象设计, 微服务, 简单对象访问协议(SOAP), 面向服务的架构
初级 · 专项课程 · 3-6 个月

Columbia University
您将获得的技能: Algorithm, 计算机视觉, 无监督学习, 机器学习算法, 深度学习, 人工神经网络, 降维, 图论, Machine Learning 方法, 图像分析
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Image Analysis, Cloud Deployment, Tensorflow, Amazon Web Services, Convolutional Neural Networks, Model Deployment, Application Development, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Data Preprocessing
混合 · 课程 · 1-4 周