AWS 机器学习入门

Getting Started with AWS Machine Learning

This course will teach you how to get started with AWS Machine Learning.

AWS

Coursera

计算机

普通(中级)

9 小时

本课程由Coursera和Linkshare共同提供
  • 英语
  • 408

课程概况

Machine learning (ML) is one of the fastest growing areas in technology and a highly sought after skillset in today’s job market. The World Economic Forum states the growth of artificial intelligence (AI) could create 58 million net new jobs in the next few years, yet it’s estimated that currently there are 300,000 AI engineers worldwide, but millions are needed. This means there is a unique and immediate opportunity for you to get started with learning the essential ML concepts that are used to build AI applications – no matter what your skill levels are. Learning the foundations of ML now, will help you keep pace with this growth, expand your skills and even help advance your career.

This course will teach you how to get started with AWS Machine Learning. Key topics include: Machine Learning on AWS, Computer Vision on AWS, and Natural Language Processing (NLP) on AWS. Each topic consists of several modules deep-diving into variety of ML concepts, AWS services as well as insights from experts to put the concepts into practice.

你将学到什么

Key problems that Machine Learning can address and ultimately help solve.

How to build intelligent applications using Amazon AI services like Amazon Comprehend, Amazon Rekognition, Amazon Translate and others.

How to build, train and deploy a model using Amazon SageMaker with built-in algorithms and Jupyter Notebook instance.

Sneak peek into AWS DeepLens - The world’s first deep learning enabled video camera for developers.

课程大纲

周1
完成时间为 1 小时
Introduction to Machine Learning

What is Artificial Intelligence?19分钟
What is Machine Learning?9分钟
What is Deep Learning?13分钟
Understanding Neural Networks7分钟
Machine Learning Algorithms Explained24分钟
1 个练习
Quiz 15分钟

周2
完成时间为 1 小时
Machine Learning Pipeline

The Machine Learning Process59分钟
1 个练习
Quiz 25分钟

周3
完成时间为 1 小时
Amazon AI Services: Computer Vision

Introduction to Amazon Rekognition7分钟
Introduction to AWS DeepLens8分钟
Hands-on Rekognition: Automated Video Editing15分钟
Deep Dive on Amazon Rekognition26分钟
1 个练习
Quiz 35分钟

周4
完成时间为 1 小时
Amazon AI Services: NLP

Introduction to Amazon Comprehend16分钟
Introduction to Amazon Comprehend Medical7分钟
Introduction to Amazon Translate9分钟
Introduction to Amazon Transcribe9分钟
Deep Dive with Amazon Transcribe29分钟
1 个练习
Quiz 45分钟

周5
完成时间为 3 小时
Introduction to Amazon SageMaker

Introduction to Amazon SageMaker12分钟
Introduction to Amazon SageMaker GroundTruth11分钟
Introduction to Amazon SageMaker Neo10分钟
Automatic model tuning using Amazon SageMaker33分钟
Amazon Sagemaker: Object Detection on Images labeled with Ground Truth1 小时 10 分
Build a text classification model with Glue and Sagemaker35分钟

Magoosh
声明:MOOC中国十分重视知识产权问题,我们发布之课程均源自下列机构,版权均归其所有,本站仅作报道收录并尊重其著作权益。感谢他们对MOOC事业做出的贡献!
  • Coursera
  • edX
  • OpenLearning
  • FutureLearn
  • iversity
  • Udacity
  • NovoEd
  • Canvas
  • Open2Study
  • Google
  • ewant
  • FUN
  • IOC-Athlete-MOOC
  • World-Science-U
  • Codecademy
  • CourseSites
  • opencourseworld
  • ShareCourse
  • gacco
  • MiriadaX
  • JANUX
  • openhpi
  • Stanford-Open-Edx
  • 网易云课堂
  • 中国大学MOOC
  • 学堂在线
  • 顶你学堂
  • 华文慕课
  • 好大学在线CnMooc
  • (部分课程由Coursera、Udemy、Linkshare共同提供)

© 2008-2019 MOOC.CN 慕课改变你,你改变世界