Machine learning Archives - Machine Learning Geek

Introduction to Artificial Neural Network

April 16, 2021March 28, 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

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,

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,

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,

Machine Learning Python

Decision Tree Classification in Python

February 26, 2021February 24, 2021 Avinash Navlani 0 Comments data science, decision tree, Machine learning, python, scikit-learn

Learn Decision Tree Classification, Attribute Selection Measures, Build and Optimize Decision Tree Classifier using the Python Scikit-learn package. As a

Machine Learning Python

Cross-Validation in scikit-learn

November 6, 2020October 30, 2020 Pallavi Pandey 0 Comments cross validation, data science, Machine learning, python, scikit-learn

Cross-validation is a statistical method used in Machine Learning for estimating the performance of models. It is very important to

Machine Learning Python

XGBoost Algorithm using Python

November 4, 2020October 30, 2020 Pallavi Pandey 0 Comments boosting, data science, ensemble technique, Machine learning, xgboost

XGBoost is one of the most popular boosting algorithms. It is well known to arrive at better solutions as compared

Machine Learning Python

Outlier Detection using Isolation Forests

November 3, 2020October 30, 2020 Pallavi Pandey 0 Comments data science, isolation forest, Machine learning, outlier detection, python

For a dataset, an outlier is a data point that behaves differently from the other data points. Outliers cause huge