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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

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Essentials Skills 

Git and GitHub for Data Scientists

April 30, 2022April 30, 2022 Avinash Navlani data science, data scientist, git, github, Machine learning, software engineer

In this tutorial, we will focus on the basics of Git and the version control platform GitHub. Most Data scientists

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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

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NLP Text Analytics 

Text Analytics for Beginners using Python NLTK

September 23, 2021April 30, 2022 Avinash Navlani Machine learning, natural language processing, nltk, python, Text Analytics

Learn how to analyze text using NLTK. In today’s area of the internet and online services, data is generating at

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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

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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

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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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Machine Learning Python 

Naive Bayes Classification using Scikit-learn

March 19, 2021March 6, 2021 Avinash Navlani 0 Comments bayes theorem, classification, Machine learning, naive bayes, naive bayes classification

Learn how to build and evaluate a Naive Bayes Classifier using Python’s Scikit-learn package. Suppose you are a product manager,

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Machine Learning Python 

AdaBoost Classifier in Python

March 12, 2021March 5, 2021 Avinash Navlani 0 Comments adaboost, boosting algorithm, classification, ensemble technique, Machine learning

Understand the ensemble approach, working of the AdaBoost algorithm, and learn the AdaBoost model building in Python. In recent years,

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Machine Learning Python 

KNN Classification using Scikit-learn

March 6, 2021March 5, 2021 Avinash Navlani 0 Comments classification, knearestneighbor, knn, knn classification, Machine learning

Learn K-Nearest Neighbor(KNN) Classification and build a KNN classifier using Python Scikit-learn package. K Nearest Neighbor(KNN) is a very simple,

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  • Apache Airflow: A Workflow Management Platform
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  • Git and GitHub for Data Scientists
  • Understanding Convolutional Neural Network (CNN) using Python

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