Archive
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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.
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Getting Started with Machine Learning
A comprehensive guide to starting with Machine Learning. It covers the introduction to AI and Machine Learning, basic terminologies, understanding data, the Machine Learning process, common algorithms, introduction to Neural Networks and Deep Learning, tools and libraries, hands-on projects, evaluation metrics, and ethical considerations.
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AWS Certified Machine Learning - Specialty (MLS-C01) Exam Guide
This guide provides a comprehensive overview of the AWS Certified Machine Learning - Specialty (MLS-C01) exam. It includes details on the exam's structure, content domains, task statements, and the relevant AWS services and features. It also includes an appendix with additional resources.
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Setting Security for a New AWS Account
A step-by-step guide on establishing security protocols for your new AWS account.
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GIT Basics - A Primer on GIT Administration and AWS CodeCommit
A detailed guide on GIT basics, covering everything from the creation of a GIT repository to basic GIT administration. It includes a step-by-step setup of an AWS CodeCommit repository and instructions on how to work with it using GIT.
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Integrating Amazon Cognito Authentication in a React App
Step-by-step guide on integrating Amazon Cognito authentication in a React app. The guide details the setup from installing Amplify to deploying the app to S3, providing a secure React app leveraging AWS services.
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AWS Update Amazon Machine Image Block Public Access (AMI BPA) Enabled by Default
Important AWS update informing users about the new default setting for AMI BPA across all AWS Regions starting from October 16, 2023. Understand the implications and the steps to take for both new and existing accounts.
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AWS Update - Amazon Machine Image Block Public Access (AMI BPA) Enabled by Default
Important AWS update informing users about the new default setting for AMI BPA across all AWS Regions starting from October 16, 2023. Understand the implications and the steps to take for both new and existing accounts.
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Tutorial - Build a Hello World REST API with Lambda proxy integration
Learn how to build a 'Hello World' REST API using Lambda proxy integration. This tutorial guides you through creating a Lambda function and integrating it with an API Gateway. Dive in to understand the flexibility and efficiency of Lambda proxy integration. Perfect for beginners looking to get started with AWS services.
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Reviewing bucket access using Access Analyzer for S3
Access Analyzer for S3 alerts you to S3 buckets that are configured to allow access to anyone on the internet or other AWS accounts.