
Coursera
您将获得的技能: 应用程序部署, 模型部署, 负责任的人工智能, Prompt Engineering, 数据伦理, 持续监测, 应用安全, 生成式人工智能, LLM 申请, AI 安全, 应用程序开发, 拥抱的脸
中级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings
中级 · 课程 · 1-4 周

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

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

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, OpenAI API, Model Deployment, Embeddings, Transfer Learning, Generative Model Architectures, Multimodal Prompts, Generative AI, Cloud Deployment, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Cost Management, Machine Learning
中级 · 专项课程 · 1-4 周

您将获得的技能: 模型评估, R 语言程序设计(中文版), 数据预处理, 临床数据管理, 机器学习, 数据管道, 随机森林算法, 应用机器学习, 预测分析, 功能工程, 性能调整, 数据可视化, 数据操作, 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

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: 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: 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: 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: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-4 周