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Reducing Overfitting Using Regularization
Difference between Ridge and Lasso Regularization
Jun 7
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Nikita Prasad
1
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Epochs of Data Insights
Reducing Overfitting Using Regularization
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May 2025
Text Feature Extraction Made Simple
Beginner’s Guide to Text Vectorization for NLP Tasks
May 31
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Nikita Prasad
1
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Epochs of Data Insights
Text Feature Extraction Made Simple
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Explain Bagging vs. Boosting
...The Most Important Interview Question!
May 17
•
Nikita Prasad
1
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Epochs of Data Insights
Explain Bagging vs. Boosting
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April 2025
How to Prevent Gradient Boosting Model from Overfitting?
...The Most Important Interview Question!
Apr 26
•
Nikita Prasad
3
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Epochs of Data Insights
How to Prevent Gradient Boosting Model from Overfitting?
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Evaluation Metrics For Classification Models
What Every Data Scientist Should Know!
Apr 19
•
Nikita Prasad
3
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Epochs of Data Insights
Evaluation Metrics For Classification Models
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Hiding Future Tokens
Illustrated Guide to Causal Attention Mechanism
Apr 12
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Nikita Prasad
3
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Epochs of Data Insights
Hiding Future Tokens
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5 Ways to Write Better PyTorch Code
Everyday Tips and Tricks to Improve Your Deep Learning Workflow!
Apr 5
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Nikita Prasad
2
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Epochs of Data Insights
5 Ways to Write Better PyTorch Code
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Understanding Data and Concept Drift
...The Most Important Interview Question!
Apr 1
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Nikita Prasad
2
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Epochs of Data Insights
Understanding Data and Concept Drift
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March 2025
Scaled Dot-Product Attention Explained!
Beginners Friendly In-Depth Illustrated Guide
Mar 29
•
Nikita Prasad
2
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Epochs of Data Insights
Scaled Dot-Product Attention Explained!
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6 Important Biases You Should Know
That RUIN Your Data-Driven Decisions!
Mar 25
•
Nikita Prasad
4
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6 Important Biases You Should Know
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5 Assumptions of Linear Regression
(BIG MISTAKE) 50% of Data Enthusiasts Overlook This!
Mar 18
•
Nikita Prasad
4
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Epochs of Data Insights
5 Assumptions of Linear Regression
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Handling Imbalanced Dataset in ML
Easy Explanation for Data Science Interviews
Mar 15
•
Nikita Prasad
4
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Handling Imbalanced Dataset in ML
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