Pradip Nichite's Blog

Pradip Nichite

Pradip Nichite

76 followers

Senior Data Scientist with 6+ years of experience in (Machine Learning, NLP, Big Data, and Back-End Development). M.Tech I.T. in Data Science.

How do Machine Learning algorithms understand the text?

Dec 5, 20212 min read

Intuition behind Natural Language Processing 路 Machine Learning algorithms don't understand the text. So we need to convert text into numbers or vectors...

How do Machine Learning algorithms understand the text?

馃 Random Forest (Bagging) Intuition.

Aug 20, 20211 min read

Random Forest Vs Bagging 路 Random Forest is a popular algorithm in Machine Learning. Random forest is an improvement of the concept of bagging. There is...

馃 Random Forest (Bagging) Intuition.

馃殌 Transfer Learning Intuition

Aug 19, 20211 min read

One step closer to AGI (Artificial General Intelligence) 路 One of the exciting techniques in machine learning is transfer learning, where you transfer...

馃殌 Transfer Learning Intuition

Intuitive Explanation of Model Evaluation metrics

Aug 16, 20212 min read

Accuracy vs Recall vs Precision 路 Let's say we have built a model for predicting whether a person has cancer or not. Model Should predict, 1 if a person...

Intuitive Explanation of Model Evaluation metrics

Machine Learning Vs Traditional Programming

Aug 15, 20212 min read

Intuitive Explanation of Machine Learning Algorithm 路 In Traditional Programming we have Input + Program = Output Let's say we want to write a program to...

Machine Learning Vs Traditional Programming