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

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

Bash for Everyone — Part 2

Part-2 -- Learn Core Linux Commands Working with commands - type, which, help, man, info, whatis, alias Exploring the file system commands - ls, pwd, file, more, less Manipulating files and directories commands - cp, mv, mkdir, rm Redirection commands - cat, sort, uniq, grep, wc, head, tail Permissions commands - id, cdmod, su, sudo, … Continue reading Bash for Everyone — Part 2

Bash for Everyone — Part 1

I’ve divided this post into two parts, first, one will be focused on bash and the second one will be on Unix commands and useful one-liners. Table of Contents Part-1 -- Shell Scripting  Pipelines Bash - Bourne Again Shell Compound Statements Running bash scripts File permissions Part-2 Shell Scripting Shell scripting is a computer programming which … Continue reading Bash for Everyone — Part 1

Introducing Pandas-Sets: Set-oriented Operations in Pandas

I frequently find myself storing standard Python set objects in DataFrame columns. This usually happens when I have some kind of a tags or labels column for each observation. It can also be the output of a groupby operation where the end result needs to be a list-like (or set-like) object before it's aggregated. Using set operations (union, intersection etc.) can come in handy in … Continue reading Introducing Pandas-Sets: Set-oriented Operations in Pandas