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Showing posts from April, 2021

AI on AWS Workshop #AIonAWSbyLW #AIbyLW #AWSbyLW #AIworkshop #AIwithAWS #AWSworkshop #RightEducation #vimaldaga #makingindiafutureready

 Here are some of the key features that i learned from the workshop AI and ML can be compared to the human brain. The AI models can be compared to the learning experiences of the human, while the human brain can be compared to different components like RAM and CPU in training the model. When working with large and complex datasets with high resource requirements, it is better to utilize resources from cloud providers instead of provisioning resources by paying upfront. Also, many cloud providers also provide pre-trained models with high efficiency based on which we can build complex projects. AWS Rekognition is focused on image and video analysis and related ML model utilization.  Confidence score essentially means the probability that the label matches the object in the image/video.  AWS Rekognition can be used through the AWS management console (Web UI), or using APIs through Python and libraries like boto3 and aws.  In Python, the OpenCV library helps in connectin...