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Santosh Rout
Oct 2211 min read
Mastering CNNs for Machine Learning Interviews: Key Concepts, Questions, and Expert Tips
1. What are Convolutional Neural Networks (CNN)? Convolutional Neural Networks, or CNNs, are a specialized class of deep neural networks...
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Santosh Rout
Oct 2210 min read
Comprehensive Guide to Feature Engineering for ML Interviews
1. Introduction to Feature Engineering Feature engineering is the process of creating and transforming raw data into meaningful...
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Santosh Rout
Oct 219 min read
Common Pitfalls in ML Model Evaluation and How to Avoid Them
1. Introduction Machine learning (ML) models are increasingly deployed across industries, influencing everything from personalized...
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Santosh Rout
Oct 2118 min read
Ensemble Learning Techniques: Boosting, Bagging, and Stacking Explained
1. Introduction to Ensemble Learning One technique that consistently stands out in ML for enhancing model performance is ensemble...
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