
Coursera
您将获得的技能: LangGraph, AI Orchestration, System Monitoring, CrewAI, Agentic Workflows, Continuous Monitoring, Agentic systems, Enterprise Application Management, Event Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Site Reliability Engineering, AI Enablement, Model Deployment, Generative AI Agents, Generative Model Architectures, AI Security, Systems Architecture, Software Architecture, Application Deployment, Middleware
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Context Protocol, AI Security, Scalability, Software Architecture, Servers, Interoperability, System Design and Implementation, API Design, Enterprise Security, Real Time Data, Performance Tuning
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 概率与统计, 模型评估, 深度学习, 数据分析, 决策树学习, 数据预处理, 统计分析, 随机森林算法, 预测建模, 逻辑回归, 应用机器学习, 功能工程, 机器学习, 风险模型, 预测
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 模型评估, 决策树学习, 数据预处理, 监督学习, Scikit-learn (机器学习库), 数据清理, 性能指标, 随机森林算法, 抽样(统计), 逻辑回归, 预测建模, 功能工程, 分类算法, 机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, OpenAI API, AI Workflows, Generative Model Architectures, Model Deployment, Hugging Face, Programming Principles, Computer Programming, Transfer Learning, Application Deployment, Context Management, Embeddings, User Interface (UI), Model Evaluation, Vector Databases, Debugging, Software Installation
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: LangGraph, AI Orchestration, LangChain, LLM Application, Agentic Workflows, Generative AI Agents, MLOps (Machine Learning Operations), Context Management, Distributed Computing, Software Design Patterns
中级 · 课程 · 1-4 周

您将获得的技能: Google Sheets, Exploratory Data Analysis, Statistical Analysis, Data Analysis, Data Presentation, Spreadsheet Software, Data Visualization, Graphing, Statistics, Data Science, Data Manipulation
初级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 概率与统计, 人工智能, 模型评估, 深度学习, 张力流, Machine Learning 方法, 数据预处理, 自然语言处理, 放射诊断学, 医学科学与研究, 统计机器学习, 医学影像, 卷积神经网络, 应用机器学习, 预测建模, 磁共振成像, 机器学习, 风险模型, 图像分析
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: Python 程序设计, PyTorch(机器学习库), 计算机视觉, 深度学习, 逻辑回归, 无监督学习, 监督学习, 自然语言处理, 迁移学习, 卷积神经网络, 强化学习, 医学影像, 应用机器学习, 递归神经网络 (RNN), 机器学习, 人工神经网络, 图像分析
中级 · 课程 · 1-3 个月

您将获得的技能: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation
初级 · 课程 · 1-4 周
您将获得的技能: SQL, SAS (Software), Database Management, Query Languages, Case Studies, Data Access, Program Development, Statistical Programming, Data Presentation, Scripting, Perl (Programming Language), Data Processing, Automation, Data Integration, Stored Procedure, Data Manipulation, Data Transformation, Debugging, Data Validation, Data Analysis
攻读学位
中级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: Google Analytics, Web Analytics, Content Performance Analysis, Marketing Analytics, Dashboard, User Accounts
初级 · 指导项目 · 不超过 2 小时