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AAlanbosun-pkm.hashnode.devSep 9 · 2 min read

Reconstructing Bosun PKM with evidence

This retrospective covers recovery work from August 29, 2026. It was prepared after the event; its metadata and RSS entry record the actual first-publication time rather than the event date. Bosun PKM

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AOAdekola Olawaleadekolaolawale.hashnode.devJan 14 · 7 min read

Cleaning Text Data for NLP: Removing Noise and Special Characters

If Natural Language Processing were a high-performance sports car, text cleaning would be the engine oil. Invisible. Rarely celebrated. Absolutely critical. Yet this is where many NLP projects quietly

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SPSubrato Pattanaiksubratopatnaik.hashnode.devJan 3 · 6 min read

Data Normalization in Frontend

If you've ever built a real React or any JavaScript framework app, you might know this problem: you change a user's name in one place, but the old name still appears in other parts of the screen. To fix this, most developers start using long and mess...

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NNash9nash9.hashnode.devSep 15, 2025 · 4 min read

MealVeda Day 4: Production Challenges - Error Handling and Data Reliability

Day 4 focused on the unglamorous but critical work of making MealVeda production-ready. This meant implementing robust error handling, user feedback systems, and data normalization layers that transform a functional demo into a reliable app. API Reli...

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PSprakhar singh rajawatnormadicdba.hashnode.devNov 4, 2024 · 4 min read

Introduction to Dimensional Modelling.

Dimensional modelling is considered as one of the most recognized and preferred techniques for presenting Analytical Data because it addresses two Main requirements: Delivers data that is understandable to Business people. Delivers faster query per...

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TOToki osmantokiosman.hashnode.devOct 25, 2024 · 3 min read

Understanding Data Redundancy: What It Is and How to Avoid It

Data redundancy is a common issue in data management where the same piece of data is stored in multiple locations. While sometimes used intentionally to improve system performance or availability, excessive data redundancy leads to increased storage ...

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TOTaiwo Ogunolaunicdev.hashnode.devOct 15, 2024 · 7 min read

Improve Application Speed with Strategic Data Denormalization

Database performance can become a significant issue as your application grows, often due to poor database design patterns. The key question is: how should you structure your database schema? The answer is not one-size-fits-all; it depends on various ...

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SDSisir Dhakalsisirdhakal.hashnode.devSep 28, 2024 · 11 min read

Understanding Normalization in Deep Learning: Why It's Crucial for Training Neural Networks

Normalization is one of the key ingredients of many fundamental principles that underpin effective neural network models in deep learning, a fast-growing domain. The normalization techniques are very crucial from input data up to hidden layer activat...

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AKAkash Kumarakashkunwar.hashnode.devApr 20, 2023 · 3 min read

Data Encoding a normalization techniques in machine learning

Data encoding is an essential aspect of machine learning that involves converting data into a format that can be easily understood by algorithms. To identify patterns and make predictions, machine learning models use data encoding to convert raw data...

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#data-normalization

Explore Hashnode

Reconstructing Bosun PKM with evidence

Cleaning Text Data for NLP: Removing Noise and Special Characters

Data Normalization in Frontend

MealVeda Day 4: Production Challenges - Error Handling and Data Reliability

Introduction to Dimensional Modelling.

Understanding Data Redundancy: What It Is and How to Avoid It

Improve Application Speed with Strategic Data Denormalization

Understanding Normalization in Deep Learning: Why It's Crucial for Training Neural Networks

Data Encoding a normalization techniques in machine learning

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