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Learner Reviews & Feedback for AWS Computer Vision: Getting Started with GluonCV by Amazon Web Services

4.6
stars
382 ratings
108 reviews

About the Course

This course provides an overview of Computer Vision (CV), Machine Learning (ML) with Amazon Web Services (AWS), and how to build and train a CV model using the Apache MXNet and GluonCV toolkit. The course discusses artificial neural networks and other deep learning concepts, then walks through how to combine neural network building blocks into complete computer vision models and train them efficiently. This course covers AWS services and frameworks including Amazon Rekognition, Amazon SageMaker, Amazon SageMaker GroundTruth, and Amazon SageMaker Neo, AWS Deep Learning AMIs via Amazon EC2, AWS Deep Learning Containers, and Apache MXNet on AWS. The course is comprised of video lectures, hands-on exercise guides, demonstrations, and quizzes. Each week will focus on different aspects of computer vision with GluonCV. In week one, we will present some basic concepts in computer vision, discuss what tasks can be solved with GluonCV and go over the benefits of Apache MXNet. In the second week, we will focus on the AWS services most appropriate to your task. We will use services such as Amazon Rekognition and Amazon SageMaker. We’ll review the differences between AWS Deep Learning AMIs and Deep Learning containers. Finally, there are demonstrations on how to set up each of the services covered in this module. Week three will focus on setting up GluonCV and MXNet. We will look at using pre-trained models for classification, detection and segmentation. During week four and five, we will go over the fundamentals of Gluon, the easy-to-use high-level API for MXNet: understanding when to use different Gluon blocks, how to combine those blocks into complete models, constructing datasets, and writing a complete training loop. In the final week, there will be a final project where you will apply everything you’ve learned in the course so far: select the appropriate pre-trained GluonCV model, apply that model to your dataset and visualize the output of your GluonCV model....

Top reviews

DT
Mar 17, 2020

I really liked this class. The labs were fun to do. I am hoping to pass the AWS Machine Learning certification and I am hoping this class got me closer to that goal.

BC
May 1, 2021

Comprehensive & Informative. I took nearly 12 weeks to complete the course. Worth the time. Highly recommended for anyone looking to get started with GluonCV.

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26 - 50 of 108 Reviews for AWS Computer Vision: Getting Started with GluonCV

By Dinesh Z

Jun 11, 2020

This course is very effective to understand GluonCV for Computer Vision.

By bencherif

May 16, 2021

It would be nice to introduce more about mxnet capabilities...,

By Yves C

Jun 10, 2020

Loved the course, a good mix of theory and practical exercises.

By Ansari A M

Jul 9, 2020

The course was very helpful, all thanks to team coursera !!!!

By Karm P P

Jul 26, 2020

its very good to learn step by step....thanks a lot coursera

By Santosh S S

May 2, 2020

Great Experience!!!

Best Course Instructors,Excellent Course

By Aditya h

May 14, 2020

enjoyed the course. great way to learn how to use GluonCV

By Soumya P

Sep 16, 2020

Its a great experience for me to work with mxnet

By Chiang B H

Jul 2, 2020

Well explained course. Great programming test!

By Vishal V G

Jul 13, 2020

It was a very useful and needful session.

By Deleted A

Jun 25, 2020

I am learn AWS COMPUTER VISION very easy

By Manish P

May 11, 2020

Learnt a lot... Thank You Coursera & AWS

By Edgar I

Apr 15, 2020

Excelente curso, muy recomendable!

By Clinton E

Aug 11, 2020

I am very satisfied! nice course!

By DEVENDRA V

Jul 29, 2020

best course ever on this platform

By Mohit N

Jul 16, 2020

Best course on computer vision

By Aman h

Jun 9, 2020

Valuable knowledge I received

By Mithun S

Jan 6, 2021

its usefull to me and nice

By Madhumitha S M

Jul 20, 2020

This course is upto stack

By Gokulakannan S

Apr 23, 2020

The course was top notch

By Angga N

Oct 30, 2020

its very good course

By SUMEET Y

Jul 15, 2020

Amazing experience!!

By Muhammad S A

Jun 3, 2020

Excellent Course.

By Maksim K

May 10, 2020

nice starter pack

By PRASHANT K G

Jun 13, 2020

excellent course