Here’s something that might surprise you: neural networks aren’t that complicated! The term “neural network” gets used as a buzzword a lot, but in reality they’re often much simpler than people imagine. This post is intended for complete beginners and assumes ZERO prior knowledge of machine learning. We’ll understand how neural networks work while implementing … Continue reading An Introduction to Neural Networks

# Role Of Data Analysis In Business

In this blog post, we discuss the roles of data analysis in business, discuss how data are used in evaluating business performance, introduce some fundamental issues of statistics and measurement and a support tool for data analysis and decision making. DATA IN THE BUSINESS ENVIRONMENT Data are used in virtually every major function in business, … Continue reading Role Of Data Analysis In Business

# Difference between classification and association algorithms

The term data mining refers loosely to finding relevant information or discovering knowledge from a large volumes of data. Like knowledge discovery in artificial intelligence, data mining attempts to discover statistical rules and patterns automatically from data. Knowledge discovered from a database can be represented by a set of rules. The following is an example … Continue reading Difference between classification and association algorithms

# Federated Learning

Introduction Federated Learning (FL) is a distributed machine learning approach which enables training on a large corpus of decentralised data residing on devices like mobile phones. FL is one instance of the more general approach of “brining the code to the data, instead of the data to the code” and addresses the fundamental problems of … Continue reading Federated Learning

# Quantum Machine Learning

A curated list of quantum machine learning algorithms, study materials, libraries, and software (by language). Why Quantum Machine Learning? Machine Learning(ML) is just a term in recent days but the work effort start from 18th century. What is Machine Learning?, In Simple word the answer is making the computer or application to learn themselves . … Continue reading Quantum Machine Learning

# Logistic Regression – A complete Tutorial

Logistic regression is a predictive modelling algorithm that is used when the Y variable is binary categorical. That is, it can take only two values like 1 or 0. The goal is to determine a mathematical equation that can be used to predict the probability of event 1. Once the equation is established, it can … Continue reading Logistic Regression – A complete Tutorial

# Linear Regression In Pictures

What is linear regression? Suppose you are thinking of selling your home. Different sized homes around you have sold for different amounts: Your home is 3000 square feet. How much should you sell it for? You have to look at the existing data and predict a price for your home. This is called linear regression. … Continue reading Linear Regression In Pictures