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A Practical Guide to Feature Scaling in Machine Learning

Introduction Feature scaling is one of the most overlooked yet crucial steps in the machine learning pipeline. It’s the quiet hero ensuring that your models converge faster, predictions stay accurate, and algorithms behave as expected. Whether you’re a beginner or a seasoned data scientist, understanding when and how to scale your features can make all…

Understanding Consistent Hashing: Improving Distributed Caching Efficiency

Introduction:In the realm of distributed systems and caching mechanisms, the concept of consistent hashing plays a vital role in optimizing efficiency and reliability. By understanding how consistent hashing works and its significance in distributed caching, we can delve deeper into improving the scalability and performance of our systems. 1. What is Hashing?Hashing is a fundamental…

Smart Hike – Backend

What was the project? We worked on a platform to show nearby hikes, recommend them and advanced filters to allow users to choose their hikes in a personal manner – https://develop.dg28ry4dtil6u.amplifyapp.com/ (API used might have expired) Backend Architecture The application architecture uses AWS Lambda, Amazon API Gateway, Amazon DynamoDB, Amazon Cognito, and AWS Amplify Console. Amplify Console provides continuous deployment…

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