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Early Stopping Explained!

Nov 18, 20213 min read

Early stopping is one of the effective and simplest regularization techniques used in training neural networks. The Idea Behind Early Stopping and...

Early Stopping Explained!

5 Main Types of Machine Learning Systems

Oct 28, 20215 min read

Machine learning, a science of teaching computers to perform tasks without programming them explicitly is classified into five main types that...

5 Main Types of Machine Learning Systems

How to Think About Precision And Recall

Oct 7, 20213 min read

Precision and recall are classification metrics that are used when the dataset is not balanced or skewed. It can be challenging to understand the...

How to Think About Precision And Recall

The Difference Between Model Performance Metrics and User Satisfaction Metrics

Sep 24, 20219 min read

I am currently taking Machine Learning Engineering Operations specialization by DeepLearning.AI. It's a great course that teaches how to build...

The Difference Between Model Performance Metrics and User Satisfaction Metrics

The Ultimate Guide on Choosing the Right Neural Network Architecture For the Right Data

Sep 9, 20215 min read

There are different kinds of data. Neural networks architectures are of different kinds too. Some of the choices of network architecture can be...

The Ultimate Guide on Choosing the Right Neural Network Architecture For the Right Data

Getting Started with Machine Learning: A Learning Path that will Take you From Zero to Hero

Aug 27, 20216 min read

Getting Started with Machine Learning! ยท For more than three months, I have been writing consistently every week on my blog and Medium about machine...

Getting Started with Machine Learning: A Learning Path that will Take you From Zero to Hero