自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

Duke University
您将获得的技能: 云 Native 计算, CI/CD, 技术文档, 云部署, 云基础设施, MLOps(机器学习 Operator), 分布式计算, 云 API, 持续交付, Devops, 云平台, 机器学习, 应用机器学习, 云存储, 敏捷软件开发, 云计算, Google 云端平台, 技术交流, 云应用, 软件工程
中级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 描述性统计, 统计推理, 概率分布, 数据分析, 统计, 公共卫生, 数据扫盲, 统计假设检验, 分析技能, 抽样(统计), 数据导入/导出, R(软件), R 语言程序设计(中文版)
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Talent Pipelining, Prompt Engineering, Talent Acquisition, Performance Management, Smart Goals, Google Gemini, Time Management, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools, Leadership, Data-Driven Decision-Making
中级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: 卷积神经网络, 模型部署, 迁移学习, 数据预处理, 监督学习, 计算机视觉, Keras(神经网络库), 模型评估, 深度学习, 张力流, 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: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: CrewAI, AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Monitoring, Workflow Management, Tool Calling, Continuous Monitoring, Scalability, Prompt Engineering, Code Review, Integration Testing, User Feedback
初级 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 空间数据分析, 数据采集, 地理信息系统, ArcGIS, 全球定位系统, 数据映射, 空间分析, 地理空间制图
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: UI/UX Research, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, AI Personalization, User Experience Design, Usability, Figma (Design Software), User Research, Web Content Accessibility Guidelines, Data Storytelling, Interactive Design, Generative AI, Design Strategies, UI Components, User Experience, User Centered Design, Wireframing, Adobe XD, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 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: Hypertext Markup Language (HTML), Front-End Web Development, Web Design and Development, Web Development, Web Development Tools, Web Applications, Web Content, Integrated Development Environments
初级 · 指导项目 · 不超过 2 小时

Amazon Web Services
您将获得的技能: Retrieval-Augmented Generation, Embeddings, Vector Databases, Amazon Web Services, Agentic systems, Performance Tuning, Transfer Learning, Data Preprocessing
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: Python 程序设计, Java 编程, 计算机编程, 数据科学, 文件输入/输出, 数据分析, Java, 单元测试, 数据结构, 面向对象设计, 应用程序开发, 调试, 透视表和图表, 面向对象编程(OOP), 编程原则, Pandas(Python 软件包), 数据可视化, 日蚀(软件), 数据清理, Matplotlib
初级 · 专项课程 · 3-6 个月