Posts by Prakhar Gupta

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Select Random Element from Set in Python

By Prakhar Gupta

In this article, we will see how to select a random element from a set in Python. We haveĀ the random moduleĀ in Python which implements pseudo-random number generators for various.... Read More

Gradient Boosting with Scikit-learn

By Prakhar Gupta

In this post, you will get a general idea of gradient boosting machine learning algorithm and how it works with scikit-learn. The term ‘Boosting‘ refers to a group of a.... Read More

GridSearchCV in Scikit-learn

By Prakhar Gupta

In this article, we see how to implement a grid search using GridSearchCV of the Sklearn library in Python. The solution comprises of usage of hyperparameter tuning. However, Grid .... Read More

SVM Parameter Tuning using GridSearchCV in Python

By Prakhar Gupta

In this tutorial, we learn about SVM model, its hyper-parameters, and tuning hyper-parameters using GridSearchCV for precision. Support Vector Machine algorithm is explained with a.... Read More

Decision Tree Regression in Python using scikit learn

By Prakhar Gupta

In this tutorial, we are are going to evaluate the performance of a data set through Decision Tree Regression in Python using scikit-learn machine learning library. What is Decisio.... Read More

Anomaly detection in Python using scikit-learn

By Prakhar Gupta

Hello users, this article is for using scikit-learn model for anomaly detection in Python. Introduction to Anomaly Detection Anomaly = Outliers = Unusual Data Point Whenever data g.... Read More

Isolation Forest in Python using Scikit learn

By Prakhar Gupta

Hey all! Today we are going to discuss one of the newest techniques for fraud detection, known as Isolation Forest. This algorithm is quite useful and a lot different from all exis.... Read More

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