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AKSHAY KUMAR RAY
AKSHAY KUMAR RAY

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Published in Analytics Vidhya

·Apr 5, 2021

Fundamentals Of Machine Learning Part 5- KNN(K Nearest Neighbors)

In this article we are going to talk about a very famous machine learning algorithm that is used for classification as well as for regression. ‘Birds of a feather flock together’ KNN algorithm works on the assumption that data having similar inputs will have similar outputs. The KNN algorithm assumes…

Knn Algorithm

4 min read

Fundamentals Of Machine Learning Part 5- KNN(K Nearest Neighbors)
Fundamentals Of Machine Learning Part 5- KNN(K Nearest Neighbors)

Published in Analytics Vidhya

·Apr 1, 2021

Fundamentals of Machine Learning part 4- Logistic Regression and PLA

Let’s dive in into the functioning of Logistic Regression and PLA. Prerequisites :- Linear Regression and Gradient Descent. LOGISTIC REGRESSION :- We have talked about linear regression which is useful for regression task. Logistic Regression is used for classification task , where the dependent variable only contains discrete values . Logistic Regression is…

Logistic Regression

5 min read

Fundamentals of Machine Learning part 4- Logistic Regression and PLA
Fundamentals of Machine Learning part 4- Logistic Regression and PLA

Published in Analytics Vidhya

·Mar 19, 2021

Fundamentals Of Machine Learning Part 3 — Regularization In Regression

In this article we are going to implement regularization techniques in linear models/regression. Prerequisites :- Linear Regression Cost Function Gradient Descent If you are not familiar with these terms then consider going through this article:- Fundamentals Of Machine Learning part 2- Linear Regression | by AKSHAY KUMAR RAY | Analytics Vidhya |…

Regularization

5 min read

Fundamentals Of Machine Learning Part 3 — Regularization In Regression
Fundamentals Of Machine Learning Part 3 — Regularization In Regression

Published in Analytics Vidhya

·Mar 15, 2021

Fundamentals Of Machine Learning part 2- Linear Regression

In this article we will implement linear regression from scratch and using sklearn library. If you haven’t checked the first article click on this link to get the overview of Machine Learning :-https://akprpa.medium.com/fundamentals-of-machine-learning-part-1-23b7931c67ae As we have mentioned it earlier Linear Regression is supervised learning algorithm that is used to predict…

Machine Learning

5 min read

Fundamentals Of Machine Learning part 2- Linear Regression
Fundamentals Of Machine Learning part 2- Linear Regression

Published in Analytics Vidhya

·Mar 10, 2021

Fundamentals Of Machine Learning part 1

What is machine learning ? Online /shopping recommendation for movies/stuffs on Netflix or Amazon? Answer is Machine Learning. Fraud Detection ? Answer is Machine Learning. self-driving cars ? Answer is Machine Learning Bank Loan Approval ? Answer is Machine Learning. We don’t realize but we are living in a time where machine learning is doing…

Machine Learning

4 min read

Fundamentals Of Machine Learning part 1
Fundamentals Of Machine Learning part 1
AKSHAY KUMAR RAY

AKSHAY KUMAR RAY

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