人工智能基金会
了解什么是人工智能,系统如何学习,哪些地方失误,以及如何在不夸大的情况下判断主张。
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1019 简明英语指南、结构化学习路径和开放图书馆——由独立的 501(c)(3) 非营利组织构建,以便任何人都可以理解现代人工智能。
从这里开始
每门课程都包含明确的成果、能力规划、实践活动和应用毕业设计。
了解什么是人工智能,系统如何学习,哪些地方失误,以及如何在不夸大的情况下判断主张。
在保护隐私、核查输出和保持人类问责的同时,高效使用人工智能。
评估工作场所用例,运行安全试点,衡量价值,负责任地沟通变更。
通过权利、公平、治理、安全和公共利益结果分析人工智能系统。
通过实用的系统设计,理解语言模型、检索、代理、评估、成本和部署保障。
主题曲目
跳入您关心的领域。每条赛道都有多个简单的英文指南。
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1019 的 1019 显示指南。按曲目过滤或在上方搜索。
AI customer service systems answer questions, classify requests, summarize conversations, and propose resolutions.
应用领域AI in HR can help organize applications, schedule interviews, summarize feedback, or support workforce planning.
行业AI in agriculture can support crop monitoring, disease detection, yield forecasting, irrigation, and farm logistics.
行业AI in manufacturing can inspect products, predict maintenance, plan production, and optimize processes.
行业AI in retail can forecast demand, personalize discovery, detect fraud, optimize inventory, and assist shoppers.
行业AI in logistics can forecast demand, route vehicles, estimate arrival times, inspect shipments, and coordinate warehouses.
行业AI in real estate can estimate prices, match properties, process documents, forecast maintenance, and support transactions.
技术的微调继续在选定数据集或目标上训练现有模型。
技术的Retrieval-augmented generation, or RAG, supplies retrieved material to a generative model when answering a request.
技术的A vector database stores numerical representations and retrieves records using a similarity measure, often alongside metadata filters.
技术的Edge AI runs model processing close to where data is collected or used, such as on a phone, camera, vehicle, or local gateway.
技术的Quantum AI describes intersections between quantum computing and machine learning, such as using quantum circuits in learning algorithms or using machine…