Latest 5 Posts
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Create a Demo Layer with `axios` Using PowerShell
Learn how to create an AWS Lambda layer with `axios` using PowerShell in a few simple steps.
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Comprehensive Guide to Amazon DynamoDB
A thorough guide explaining Amazon DynamoDB, a managed NoSQL database service by AWS. The guide covers its key features, security aspects, tables, items, indexes, and query and scan operations. This guide aims to provide a deep understanding of DynamoDB and its capabilities.
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Comprehensive Guide to Amazon S3
A thorough guide explaining Amazon S3 (Simple Storage Service), its key features, security aspects, bucket and objects properties. This guide is meant to provide an understanding of the storage service, its scalability, data availability, security, and performance.
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Common Terms in ML and AI
A concise glossary of common terms encountered in the realm of Machine Learning (ML) and Artificial Intelligence (AI), including Algorithm, Supervised Learning, Unsupervised Learning, Reinforcement Learning, Epoch, Overfitting, Backpropagation, Activation Function, Loss Function, Gradient Descent, Convolutional Neural Networks, Recurrent Neural Networks, Transfer Learning, Bias in AI, and Generative Adversarial Networks.
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An Introduction to ML and AI Terms
This concise guide introduces key terms and concepts in the field of Artificial Intelligence (AI) and Machine Learning (ML). It explains the broader concept of AI, subsets like Machine Learning and Deep Learning, Neural Networks, Large Language Models, Training, and Datasets.
9 more posts can be found in the archive.