Amazon Sagemaker: Image Classification

Amazon Sagemaker: Image Classification

Join for Free
Amazon Sagemaker: Image Classification

Duration (mins)

Learners

NA / 5

Rating

Task List


We will cover the following tasks in 1 hour and 8 minutes:


Create Notebook Instance

Notebook Instance


Download the Data

Download the Data


Extracting Annotations

Extracting Annotations


Visualize the Data

Visualize the Data


Training Image for the Algorithm

Training Image for the Algorithm


Prepare Data for Sagemaker

Prepare Data for Sagemaker


Uploading Data to S3

Uploading Data to S3


Sagemaker Estimator

Sagemaker Estimator


Hyperparameters

Hyperparameters


Data Channels

Data Channels


Model Training

Model Training


Deploy Model

Deploy Model


Predictions

Predictions

Watch Preview

Preview the instructions that you will follow along in a hands-on session in your browser.

Amit Yadav

About the Host (Amit Yadav)


I am a machine learning engineer with focus in computer vision and sequence modelling for automated signal processing using deep learning techniques. My previous experiences include leading chatbot development for a large corporation.



Frequently Asked Questions


In Rhyme, all projects are completely hands-on. You don't just passively watch someone else. You use the software directly while following the host's (Amit Yadav) instructions. Using the software is the only way to achieve mastery. With the "Live Guide" option, you can ask for help and get immediate response.
Nothing! Just join through your web browser. Your host (Amit Yadav) has already installed all required software and configured all data.
Absolutely! Your host (Amit Yadav) has provided this session completely free of cost!
You can go to https://rhyme.com, sign up for free, and follow this visual guide How to use Rhyme to create your own projects. If you have custom needs or company-specific environment, please email us at help@rhyme.com
Absolutely. We offer Rhyme for workgroups as well larger departments and companies. Universities, academies, and bootcamps can also buy Rhyme for their settings. You can select projects and trainings that are mission critical for you and, as well, author your own that reflect your own needs and tech environments. Please email us at help@rhyme.com
Rhyme strives to ensure that visual instructions are helpful for reading impairments. The Rhyme interface has features like resolution and zoom that will be helpful for visual impairments. And, we are currently developing a close-caption functionality to help with hearing impairments. Most of the accessibility options of the cloud desktop's operating system or the specific application can also be used in Rhyme. If you have questions related to accessibility, please email us at accessibility@rhyme.com
We started with windows and linux cloud desktops because they have the most flexibility in teaching any software (desktop or web). However, web applications like Salesforce can run directly through a virtual browser. And, others like Jupyter and RStudio can run on containers and be accessed by virtual browsers. We are currently working on such features where such web applications won't need to run through cloud desktops. But, the rest of the Rhyme learning, authoring, and monitoring interfaces will remain the same.
Please email us at help@rhyme.com and we'll respond to you within one business day.

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