📰 Dev.to · Siddhartha Reddy
Articles from Dev.to · Siddhartha Reddy · 9 articles · Updated every 3 hours · View all reads
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Dev.to · Siddhartha Reddy
1w ago
When Can You Actually Trust a Machine Learning Model?
Building a machine learning model is relatively straightforward today. You train it. Evaluate...
Dev.to · Siddhartha Reddy
1w ago
Why Your Machine Learning Model Breaks When Nothing Seems Wrong?
You trained your model. The accuracy looked good. Validation results were consistent. The pipeline...
Dev.to · Siddhartha Reddy
1mo ago
Your Training Data Is Teaching Your Model the Wrong Things
You train a machine learning model. The training accuracy looks good. The validation accuracy looks...
Dev.to · Siddhartha Reddy
1mo ago
The Most Dangerous Number in Machine Learning: Accuracy
Accuracy is often the first metric people learn in machine learning. Train a model. Evaluate it. See...
Dev.to · Siddhartha Reddy
1mo ago
Why Benchmarks Lie in Machine Learning
Benchmarks are everywhere in machine learning. Model A is 2× faster. Library B is 5× more...
Dev.to · Siddhartha Reddy
1mo ago
The Notebook Illusion: Why ML Feels Simple Until It Isn’t
Machine learning feels deceptively easy. Open a notebook. Import a dataset. Train a model. Plot a...
Dev.to · Siddhartha Reddy
1mo ago
When GPUs Actually Hurt Performance
In my previous post, “The Myth of ‘Just Add a GPU’,” I argued that adding hardware is not a shortcut...
Dev.to · Siddhartha Reddy
2mo ago
The Myth of “Just Add a GPU” in Machine Learning
“Training is slow? Just add a GPU.” This is one of the most common and most misleading pieces of...
Dev.to · Siddhartha Reddy
2mo ago
Training classic ML Models using GPU on windows
Machine learning on a GPU can be orders of magnitude faster than CPU training — and yes, you can do...
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