Overfitting in Machine Learning

In this guide, we’ll walk you through exactly what overfitting means, how to spot it in your models, and what to do if your model is overfitting. By the end, you’ll know how to deal with this tricky problem once and for all. Table of Contents Examples of Overfitting Signal vs. Noise Goodness of fit … Continue reading Overfitting in Machine Learning

An Introduction to Neural Networks

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

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

Summarize whole paragraph to sentence by Extractive Approach​

To catch a quick idea of a long document, we will always to do a summarization when we read an article or book. In English, the first (or first two) sentence(s) of each article has a very high chance of representing the whole article. Of course, the topic sentence can be the last sentence in … Continue reading Summarize whole paragraph to sentence by Extractive Approach​

Docker in a Nutshell

I want to start to tackle two very important questions that we are going to be answering throughout this blog post. The two important questions are: What is Docker? Why do we use Docker? Let’s answer first Why we do use Docker by going through a quick little demo right now. Let’s have a look at this … Continue reading Docker in a Nutshell

Introduction to Kubernetes

Introduction  Kubernetes is a powerful open-source system, initially developed by Google, for managing containerized applications in a clustered environment. It aims to provide better ways of managing related, distributed components and services across varied infrastructure. In this article, we'll discuss some of Kubernetes' basic concepts. We will talk about the architecture of the system, the … Continue reading Introduction to Kubernetes