Machine Learning – Machine Learning Geek

Business Analytics Machine Learning

Predicting Employee Churn in Python

March 24, 2023March 24, 2023 Avinash Navlani business analytics, churn analysis, classification, employee churn, hr analytics, python

Analyze employee churn, Why employees are leaving the company, and How to predict, who will leave the company? In the

Machine Learning

Explain Machine Learning Model using SHAP

November 20, 2022November 20, 2022 Avinash Navlani Machine learning, model explainability, model interpretability, SHAP

Learn SHAP tool to understand feature contribution in prediction model. Most of the Machine Learning and Neural Network models are

Business Analytics Machine Learning Recommender System

Spotify Song Recommender System in Python

January 13, 2022May 20, 2022 Avinash Navlani music recommender system, python, recommender system, song recommender system, spotify songs

Build a Song Recommender System using Content-Based Filtering in Python. With the rapid growth in online and mobile platforms, lots

Business Analytics Machine Learning NLP Recommender System

Building Movie Recommender System using Text Similarity

January 6, 2022May 20, 2022 Avinash Navlani content-based recommender system, movie recommender system, python, recommender system, Text Analytics

In this tutorial, we will focus on the movie recommender system using the NLP technique. With the dawn of the

Business Analytics Machine Learning Recommender System

Book Recommender System using KNN

December 28, 2021May 20, 2022 Avinash Navlani book recommender system, knearestneighbor, knn, Machine learning, recommender system

In this world of the internet, information is generating and growing rapidly. This huge amount of information will create information

Deep Learning Machine Learning

Backpropagation Neural Network using Python

May 14, 2021May 6, 2021 Avinash Navlani 0 Comments Articifial neural network, backpropagation neural network, Deep Learning, neural network

Backpropagation neural network is used to improve the accuracy of neural network and make them capable of self-learning. Backpropagation means

Deep Learning Machine Learning

Activation Functions

May 7, 2021May 5, 2021 Avinash Navlani 0 Comments activation function, Articifial neural network, Deep Learning, neural network

The activation function defines the output of a neuron in terms of the induced local field. Activation functions are a

Deep Learning Machine Learning

Multi-Layer Perceptron Neural Network using Python

April 23, 2021April 24, 2021 Avinash Navlani 0 Comments Articifial neural network, Machine learning, multilayer perceptron, neural network

In this tutorial, we will focus on the multi-layer perceptron, it’s working, and hands-on in python. Multi-Layer Perceptron(MLP) is the

Deep Learning Machine Learning

Introduction to Artificial Neural Network

April 16, 2021May 5, 2021 Avinash Navlani 0 Comments ANN, Articifial neural network, Deep Learning, Machine learning, neural network

This is an introductory article for the artificial neural network. It is one of the machine learning techniques that is

Machine Learning Python

Support Vector Machine Classification in Scikit-learn

April 2, 2021March 6, 2021 Avinash Navlani 0 Comments classification, Machine learning, support vector machines, svm

In this tutorial, you’ll learn about support vector machines, one of the most popular and widely used supervised machine learning

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