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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/machine-learning-on-aws
课程评论：没有评论
课程名称：AWS机器学习导论 课程概述：本课程以亚马逊提供的服务为基础，介绍机器学习的基本概念与应用。这些服务可以自动处理模型训练和原始推断，涉及计算机视觉、数据提取与分析、语言处理、语音识别、翻译、机器学习模型训练及虚拟代理等领域。学员将思考当前的解决方案，并探索如何通过人工智能、机器学习或深度学习来改善这些解决方案。这些技术可以与现有应用相结合，从而提升其功能。 课程大纲： - 第1周：课程的第一周将介绍一些人工智能和机器学习的基本术语。随后，学员将探索AWS在计算机视觉、数据提取与分析、语言处理等方面的机器学习服务。 - 第2周：在第二周，学员将深入了解AWS的机器学习服务，重点关注语音识别、语言翻译和虚拟代理。 本课程旨在帮助学员理解如何利用AWS机器学习服务来优化和提升现有的技术解决方案。
Name:Week 1
Description:Week 1 of this course introduces you to some artificial intelligence and machine learning terms. Then, you explore AWS machine learning services for computer vision, data extraction and analysis, and language processing.
Name:Week 2
Description:In week 2 of this course, you explore AWS machine learning services for speech recognition, language translation, and virtual agents.
In this course, we start with some services where the training model and raw inference is handled for you by Amazon. We'll cover services which do the heavy lifting of computer vision, data extraction and analysis, language processing, speech recognition, translation, ML model training and virtual agents. You'll think of your current solutions and see where you can improve these solutions using AI, ML or Deep Learning. All of these solutions can work with your current applications to make some i
