Increase the Productivity of Data Science Projects by Using Amazon SageMaker Notebooks

Posted on November 22, 2022 by Mohmmad Shahnawaz Ahangar | Comments(0)

Amazon SageMaker provides cloud-oriented services which are at the heart of Data Science workflows. We can leverage the customization of notebooks catered to our tasks and increase Data Science productivity!

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Storage Made Easy with Amazon S3

Posted on November 18, 2022 by Samarth Kulkarni | Comments(0)

To store and retrieve any volume of data at any time from anywhere on the web, Amazon S3 offers a straightforward web services interface

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Storage Options in Google Cloud

Posted on November 18, 2022 by Daneshwari Mathapati | Comments(0)

One of the fundamental resources needed for the systems and software development of today is storage, along with compute and networks. Whether you use on-premises, cloud, or hybrid systems, data persistence always depends on storage components.

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Implementing Dropout Regularization for Neural Networks in Deep Learning

Posted on November 18, 2022 by Shubham Dubey | Comments(1)

Artificial neural networks with numerous layers separating the inputs and outputs are what deep neural networks (deep learning) are (prediction). The likelihood of overfitting increases when the training dataset has a small number of examples. Overfitting occurs when the network can correctly predict training data samples but performs poorly and cannot generalize effectively on validation and test data.

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Drift Detection using AWS CloudFormation

Posted on November 17, 2022 by Suresh Kumar Reddy | Comments(0)

CloudFormation enables us to create and provision its infrastructure deployments predictably and repeatedly. CloudFormation helps us leverage AWS products such as Elastic Load Balancing, Amazon Elastic Block Store, Amazon EC2, Amazon SNS, and Auto Scaling to build highly scalable, cost-effective, and highly reliable applications in the cloud without worrying about creating and configuring the underlying AWS infrastructure.

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Simple IoT Alert Notification Using AWS IoT Rule and SNS

Posted on November 17, 2022 by Vasanth Kumar R | Comments(0)

A simple Notification Service is referred to as SNS. It is a web service that makes setting up, using, and sending cloud notifications simple. It gives programmers the incredibly flexible, affordable, and scalable capacity to post messages from one application and transmit them to other apps.

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Convert Text-to-Speech Easily Using Amazon Polly

Posted on November 17, 2022 by Suresh Kumar Reddy | Comments(0)

Amazon Polly is a cloud service that turns text into lifelike speech, allowing us to create applications that talk and build entirely new categories of speech-enabled products.

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