Transformer 模型课程可以帮助您学习自然语言处理、注意机制和模型架构设计。您可以掌握针对特定任务对模型进行微调、理解 Tokenization 和优化性能指标的技能。许多课程介绍了 TensorFlow 和 PyTorch 等工具,这些工具支持在文本生成、翻译和情感分析等各种应用中实施和实验 Transformer 模型。

Johns Hopkins University
您将获得的技能: 数据科学, 回归分析, 线性代数, R 语言程序设计(中文版), 数据建模, 应用数学, 统计, 统计建模, 衍生产品, 统计分析, 数学建模, 普通数学
高级设置 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Data Preprocessing, Deep Learning, Computer Vision, Tensorflow, Python Programming, Cloud Computing, Development Environment
混合 · 课程 · 1-4 周

您将获得的技能: Jupyter, Plot (Graphics), Model Evaluation, Microsoft Azure, Machine Learning Algorithms, Applied Machine Learning, Data Visualization, Regression Analysis
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Continuous Improvement Process, Process Improvement, Risk Management, Performance Measurement, Quality Management, Process Analysis, Performance Management, Project Management, Process Optimization, Verification And Validation, Requirements Analysis, Project Planning, Root Cause Analysis
混合 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: Autoencoders, Model Evaluation, Deep Learning, Healthcare 5.0, Recurrent Neural Networks (RNNs), Applied Machine Learning, Time Series Analysis and Forecasting, Machine Learning, Convolutional Neural Networks, Responsible AI, Electocardiography, Artificial Neural Networks
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Application Programming Interface (API), Restful API, Natural Language Processing, Command-Line Interface, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Responsible AI, Microsoft Azure, MLOps (Machine Learning Operations), Data Management, Cloud Management, Cloud Deployment, Applied Machine Learning, Model Evaluation, Scalability, Data Preprocessing, Machine Learning, Performance Tuning, Feature Engineering, Machine Learning Algorithms
高级设置 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: R 语言程序设计(中文版), 数据操作, 数据管道, 机器学习, 预测分析, 模型评估, 随机森林算法, 应用机器学习, 数据预处理, 功能工程, 性能调整, 数据可视化, 临床数据管理, Tidyverse(R 软件包), 逻辑回归, 预测建模
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Image Analysis, Model Evaluation, Generative AI, Convolutional Neural Networks, Deep Learning, Embeddings, Vision Transformer (ViT)
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Image Analysis, Generative AI, Model Evaluation, Convolutional Neural Networks, Generative Model Architectures, Deep Learning
高级设置 · 课程 · 1-4 周

The University of Chicago
您将获得的技能: Climate Change Programs, Mathematical Modeling, NumPy, Physical Science, Simulation and Simulation Software, Environmental Science, Scientific Visualization, Matplotlib, Simulations, Numerical Analysis, Differential Equations, Mechanics
混合 · 课程 · 1-3 个月