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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-win-free-coupons-for-4-rpa-tools-courses/
课程评论：没有评论
课程名称：生成式人工智能与自主人工智能简介 课程概述：本课程提供关于生成式人工智能的全面教程，涵盖以下主题： 1. **生成式人工智能介绍**： - 生成式人工智能概述及其在现实世界中的应用 - 生成式人工智能工具（如Amazon Bedrock, Amazon Sagemaker, Amazon EC2实例, AWS Trainium, AWS Inferentia, Amazon EC2超集群） - 生成式人工智能应用示例（如AWS CodeWhisperer, Amazon Q, PartyRock, AWS HealthScribe） 2. **Amazon CodeWhisperer应用**： - 安装选项：免费个人版和付费专业版 - CodeWhisperer的功能 - 从Visual Studio使用CodeWhisperer的步骤（可进行实践操作） - 演示如何在Visual Studio中创建和转换不同编程语言的代码片段，包括Python、C、C++、C#和Java，并展示自动生成代码片段、自动添加异常处理代码、以及将C语言代码转换为C#语言的过程。 3. **Amazon Bedrock工具**： - 基础模型及其参数 - RAG框架及其优势 - 常见的Amazon Bedrock模型概览，包括Amazon Titan文本和嵌入模型、AI21 Jurassic-2、Anthropic Claude 2、Stability AI(SDXL)、Cohere Command及API的使用。 4. **Amazon SageMaker工具概述** 5. **Amazon EC2实例工具概述** 6. **AWS Trainium工具概述** 7. **AWS Inferentia工具概述** 8. **Amazon EC2超集群工具概述** 5. **Visual Studio连接CodeWhisperer的文本指导**及如何获取额外4个RPA工具（Automation Anywhere 360、UIpath、Blue Prism、Microsoft Power Automate）的免费课程。 6. **演示几种免费的AI工具**： - 创建和分享新AI应用 - 下载和绘制数据科学数据集 - 使用文本提示创建和训练图像及视频模型 - 编码自动化练习，探索Python、R等IDE - 从文本及草图生成图像和音乐 7. **自主人工智能简介**： - 自主人工智能的基本概念 - 创建自主人工智能代理的工具 - Microsoft Copilot Studio概述 该课程将为学习者提供生成式及自主人工智能的全面理解和实践操作机会，适合希望深入了解AI应用的开发者和兴趣者。
This Generative AI tutorial covers topics shown below. 1- Generative AI Introduction- Introduction to Generative AI ,Applications of Generative AI in real world, Tools for Generative AI (Amazon Bedrock, Amazon Sagemaker, Amazon EC2 instances, AWS Trainium, AWS Inferentia,Amazon EC2 ultraclusters) , Generative AI applications( AWS CodeWhisperer ,Amazon Q,PartyRock, AWS HealthScribe )2- Amazon Codewhisperer Application- Installation options - Free individual tier and Paid Professional Tier, Code Whisperer Features, Steps to Use CodeWhisperer from Visual Studio for Free.(You can connect Visual studio to Code whisperer now to get handson practice). The Instructions are available in Text in last Lecture of this tutorial for reference. Demos of creating and converting code snippets in Python,C, C++, C#,Java in Visual Studio covering Automatic creation of code snippets , Automatic Adding Exception handling code line items to existing codes and coverting code written in C language to C# language.3- Amazon Bedrock tool , Foundation models , Foundation Models parameters , RAG Framework and its benefits.Common Amazon Bedrock models Overview, Amazon Titan text Overview, Amazon Titan Embeddings Overview,AI21 Jurassic-2 Overview, Anthropic Claude 2 Overview, Stability AI (SDXL) Overview, Cohere Command Overview, InvokeModel API Overview, InvokeModelWithResponseStream API Overview. 4- An overview of Amazon SageMaker Tool, An overview of Amazon EC2 instances Tool, An overview of Amazon Trainium Tool, An overview of AWS Inferentia Tool, An overview of Amazon EC2 Ultraclusters tool5- Information about connecting Visual studio to Code whisperer in Text and how to get Free offer additional 4 RPA tools (Automation Anywhere 360 , UIpath , Blue Prism, Microsoft Power Automate ) Courses. 6- Demo of Few more free AI tools for:1- Learning And practicing creating and sharing your own new AI Applications using first AI tool.2 -Practice on second Free AI Tool for Data Science datasets downloading and plotting Example and More.3- Practice on third Free AI tool to create images and videos using prompt text and even creating and training your own model and use it.4- Practice on fourth Free AI tool to practice code automation, Exploring IDEs for Python , R etc5- Practice on fifth Free AI tool for Image generation and Music generation from Text and Sketches/Images. 7- INTRODUCTION TO AGENTIC AI1 Introduction to Agentic AI 2 Tools to create Agentic AI Agents3 Overview of Microsoft Copilot Studio
