AI Engineering

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/ai-engineering

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课程简介

课程名称：人工智能工程 概述：该课程由Scrimba提供，旨在帮助学员达到专业的AI工程师水平。课程内容涵盖如何构建由生成AI驱动的下一代应用程序。您可以免费注册。 课程大纲： 1. **人工智能工程导论** - 建立AI原理的扎实基础并进行实践操作。 - 课程链接：[人工智能工程导论](https://www.coursera.org/learn/intro-to-ai-engineering) 2. **使用Cloudflare部署AI应用** - 学习如何部署安全和坚固的应用程序并管理API请求。 - 课程链接：[使用Cloudflare部署AI应用](https://www.coursera.org/learn/deploy-ai-app-with-cloudflare) 3. **开源AI模型** - 理解开源与封闭源框架之间的区别。 - 课程链接：[开源AI模型](https://www.coursera.org/learn/open-source-ai-models) 4. **基于嵌入和向量数据库的检索增强生成(RAG)** - 探索高级AI工程概念，重点在于创建、使用和管理嵌入及向量数据库。 - 课程链接：[RAG与嵌入及向量数据库](https://www.coursera.org/learn/learn-embeddings-and-vector-databases) 5. **学习AI代理** - 深入了解ReAct提示的复杂过程，这是设计AI代理的一个关键组成部分。 - 课程链接：[学习AI代理](https://www.coursera.org/learn/learn-ai-agents) 6. **Dall-E和GPT视觉导论** - 学习如何使用OpenAI的Dall-E文本到图像模型生成和处理高质量图像。 - 课程链接：[Dall-E和GPT视觉导论](https://www.coursera.org/learn/intro-to-dall-e-and-gpt-vision) 7. **学习OpenAI的助手API** - 获取OpenAI助手的基本概念和实际应用。 - 课程链接：[学习OpenAI的助手API](https://www.coursera.org/learn/openais-assistant-api) 8. **使用LangChain.js构建AI应用** - 学习LangChain.js的基础知识，并使用来自向量数据库的检索构建内部企业知识库。 - 课程链接：[使用LangChain.js构建AI应用](https://www.coursera.org/learn/build-ai-apps-with-langchain) 报名参加这些课程以获取全面的AI工程知识和实用技能。

课程大纲

Course Link: https://www.coursera.org/learn/intro-to-ai-engineering

Name:Intro to AI Engineering

Description:Offered by Scrimba. Upon completing the this course, learners will have established a robust foundation in AI principles and hands-on ... Enroll for free.

Course Link: https://www.coursera.org/learn/deploy-ai-app-with-cloudflare

Name:Deploy AI Apps with Cloudflare

Description:Offered by Scrimba. Dive into deploying secure and robust applications with our Cloudflare course. Learn to manage API requests with ... Enroll for free.

Course Link: https://www.coursera.org/learn/open-source-ai-models

Name:Open-source AI Models

Description:Offered by Scrimba. Upon completing this course, learners will understand the distinctions between open-source and closed-source frameworks ... Enroll for free.

Course Link: https://www.coursera.org/learn/learn-embeddings-and-vector-databases

Name:Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

Description:Offered by Scrimba. In this course, you will explore advanced AI engineering concepts, focusing on the creation, use, and management of ... Enroll for free.

Course Link: https://www.coursera.org/learn/learn-ai-agents

Name:Learn AI Agents

Description:Offered by Scrimba. This course delves into the intricate process of ReAct prompting, a critical component in the design of AI agents. ... Enroll for free.

Course Link: https://www.coursera.org/learn/intro-to-dall-e-and-gpt-vision

Name:Intro to Dall-E and GPT Vision

Description:Offered by Scrimba. This course teaches you how to generate and manipulate high-quality images with Open AI's Dall-e text-to-image model. ... Enroll for free.

Course Link: https://www.coursera.org/learn/openais-assistant-api

Name:Learn OpenAI's Assistant API

Description:Offered by Scrimba. Upon completion this course, learners will obtain the fundamental concepts and practical workings of OpenAI's Assistant ... Enroll for free.

Course Link: https://www.coursera.org/learn/build-ai-apps-with-langchain

Name:Build AI Apps with LangChain.js

Description:Offered by Scrimba. Learn the basics of LangChain.js and build an internal company knowledge base using retrieval from a vector database. ... Enroll for free.

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