Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

Coursera
您将获得的技能: AI Orchestration, AI Workflows, Agentic Workflows, Agentic systems, Collaborative Software, System Design and Implementation, Interoperability, Coordination, Communication Systems, Network Protocols, Workflow Management, Case Studies, Scalability
混合 · 课程 · 1-4 周

您将获得的技能: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Amazon Bedrock, Model Evaluation, Data Preprocessing
初级 · 课程 · 1-3 个月
您将获得的技能: Responsible AI, Data Ethics, Data Storytelling, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, Ethical Standards And Conduct, Case Studies, Accountability, Risk Mitigation, Governance, Design, Stakeholder Analysis, Risk Management, Project Documentation
中级 · 课程 · 1-4 周

Edge Impulse
您将获得的技能: 深度学习, 数据分析, 嵌入式系统, 嵌入式软件, 数据预处理, 模型评估, 数字信号处理, 模型部署, 卷积神经网络, 人工神经网络, 计算机编程, 功能工程, 人工智能和机器学习(AI/ML), 应用机器学习, 机器学习, 数据伦理
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Generative AI, A/B Testing, Generative AI Agents, Content Creation, Text Mining
初级 · 课程 · 1-4 周

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

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

Microsoft
您将获得的技能: AI 工作流程, MLOps(机器学习 Operator), 自然语言处理, 微软 Azure, 计算机视觉, 回归分析, 分类算法, 负责任的人工智能, AI 赋能, 应用机器学习, 无监督学习, 异常检测, 模型部署, 无代码开发, 预测建模, 人工智能和机器学习(AI/ML), 人工智能, 机器学习, 数据伦理, 图像分析
初级 · 专项课程 · 3-6 个月

Vanderbilt University
您将获得的技能: Prompt Engineering, Microsoft Copilot, ChatGPT, Ideation, Verification And Validation, Succession Planning, Microsoft 365, Target Audience, Business Writing, Responsible AI, Generative AI, Microsoft Teams, Leadership, Meeting Facilitation, Organizational Leadership, Productivity Software, Creativity, AI Enablement, Complex Problem Solving, Strategic Communication
初级 · 专项课程 · 1-3 个月

您将获得的技能: LLM Application, Prompt Engineering, Performance Tuning, Performance Testing, Tool Calling, Responsible AI, A/B Testing, Application Performance Management, Retrieval-Augmented Generation, Model Evaluation, OpenAI API, Scalability, API Design
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 数据导入/导出, Google 云端平台, 数据访问, 大数据, Query 语言, 数据分析软件
初级 · 项目 · 不超过 2 小时