Part 3: Convolutional Neural Networks (CNN) This article, mainly discussing the Convolutional Neural Network(CNN) which is one of the main part of Supervised Learning with neural networks. (1) What are Convolutional Neural Networks? Convolutional Neural Networks are designed to address image recognition systems and classification problems. Convolutional Neural Networks, like…

Part 2: Feed-Forward Neural Network (FFNN) This article, mainly discussing Feed Forward Neural Network(FFNN) which is commonly used in Supervised Learning with neural networks. (1) In Supervised Learning Model Normally in the Supervised Learning model, there are mainly 4 types Feed Forward Neural Network(FFNN), Convolutional Neural Network (CNN), Recurrent Neural…

Part 1: Deep Learning Introduction In this article, we are talking about the Introduction of Deep Learning which related to neural networks. (1) What is Deep learning? Deep learning is a subset of Machine learning in which multi-layered neural networks learn from a vast amount of data. It is a…

Part 2- Data Wrangling & Preprocessing Where does data come from? Data can come from various ways, likewise from proprietary data sources, Government data sets, Web search, Academic data sets, Sensor data & Crowdsourcing, By researcher (Creating own datasets), etc. 2. If there is bad data, what happens then? If…

Part 1 — Python Basic related to Data Science 1.What is Python? Python is a very popular interpreted, high-level, general-purpose programming language. Python’s design philosophy emphasizes code readability with its notable use of significant whitespace Its language constructs and object-oriented approach aim to help programmers write clear, logical code for…

The goal of this is to show you how to get a Node.js application into a Docker container. In the first part of this guide, we will create a simple web application in Node.js, then we will build a Docker image for that application, and lastly, we will instantiate a…

Web development has become one of the most innovative and important areas of the IT industry. This article aims to demonstrate the principles, concepts, and technologies surrounding full-stack web development. What is a “Full-Stack” Web Developer? A full-stack web developer is a person who can develop both client and server software, also knows how to Program…

This article is about security scanning vulnerabilities detection tools for secure DevOps. In Part 1, were discussed image scanning tools. In Part 2 we are discussing about Run time security scanning tools for secure DevOps. There are many runtime scanning tools which help to detect application vulnerabilities in DevOps. Some…

This article is about security scanning vulnerabilities detection tools for secure DevOps. It can be used DevOps security tools in environment to identify vulnerabilities & security flaws in the early stages of development applications. Security testing has always been an important step in the application development process. Yet, traditional measures…