Author: Prasad Kharkar

Prasad Kharkar is a java enthusiast and always keen to explore and learn java technologies. He is SCJP,OCPWCD, OCEJPAD and aspires to be java architect.

How do neural networks learn?

We have already learned about neurons and neural networks .┬áNeural networks improve accuracy of predictions, but how do they do it? How do neural networks learn ? How do Neural Networks Learn? The Neuron: We have already seen Each neuron…

Artificial Neural Networks

Hello all, welcome to another tutorial on machine learning. We learned about the role of a neuron in deep learning. In this article, we will understand how artificial neural networks work. Artificial Neural Networks: First of all, let us first…

The Neuron in Deep Learning

In previous article, we got introduced to deep learning and how computers mimic the human brain learning behavior. The neuron is the fundamental part in human brain which can receive some inputs and provide outputs. In this article, we will…

Introduction to Deep Learning

Hello all, till now, we have learned about various machine learning concepts like regression and classification. We applied some regressors and classifiers on test datasets and predicted values for them. However, we did not have much control over accuracy of…

Natural Language Processing Using Python

Welcome to another interesting concept in machine learning. In this article, we will learn how to perform natural language processing using python. Natural Language Processing Using Python: NLP is a concept in machine learning which concerned with interactions between computers…

Random Forest Classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about Random forest classification model. This article is quite similar to all previous classification articles because we are simply using new python libraries for classifiers and we are…

Decision Tree Classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about Decision Tree classification model. This article is quite similar to all previous classification articles because we are simply using new python libraries for classifiers and we are…

Naive Bayes Classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about Naive Bayes classification model. This article is quite similar to all previous classification articles because we are simply using new python libraries for classifiers and we are…

SVM Classification

Welcome to another machine learning tutorial. We learned about K Nearest neighbors in previous article. Now we will learn SVM classification and see different types of SVM kernels. SVM Classification: Support Vector Machines are popular in machine learning. In this…

K Nearest Neighbors classification

Hello all, welcome to another machine learning tutorial. Here, we will learn about K nearest neighbors classification model. We will take same example from logistic regression article. K Nearest Neighbors Classification: Let us understand what K Nearest Neighbors classification does.…