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📰 Dev.to · Rakshath

5 articles · Updated every 3 hours · View all reads

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When Preprocessing Helps-and When It Hurts: Why Your Image Classification Model's Accuracy Varies So Much
Dev.to · Rakshath 3w ago
When Preprocessing Helps-and When It Hurts: Why Your Image Classification Model's Accuracy Varies So Much
From 65% to 87% accuracy on CIFAR-10 using Convolutional Neural Networks - and what went wrong along...
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TensorFlow vs PyTorch: The Real Difference Isn't Accuracy
Dev.to · Rakshath 1mo ago
TensorFlow vs PyTorch: The Real Difference Isn't Accuracy
A hands-on comparison of performance, flexibility, and developer experience using CIFAR-10 A few...
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Quantifying the Transition From Unstructured DevOps to Product-led Platform Engineering
Dev.to · Rakshath ⚡ AI Lesson 1mo ago
Quantifying the Transition From Unstructured DevOps to Product-led Platform Engineering
How Platform Engineering focuses on improving the productivity and efficiency of an industry. For...
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Why I Chose a Fine-Tuned 7B Model Over GPT-4 for High-Volume IT Support Ticket Routing
Dev.to · Rakshath 2mo ago
Why I Chose a Fine-Tuned 7B Model Over GPT-4 for High-Volume IT Support Ticket Routing
How the “Distillation Revolution” of 2026 is shifting the enterprise focus from parameter count to...
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Why Polars is Faster Than Pandas (10Million Row Study)
Dev.to · Rakshath 2mo ago
Why Polars is Faster Than Pandas (10Million Row Study)
In modern data pipelines, performance bottlenecks rarely come from algorithms alone; they often stem...
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