Oct 30, 2022Support Vector Machines Made EasyWhat is a Support Vector Machine (SVM)? A technical definition would be — “ It is an algorithm that uses non-linear mapping to transform the original training data into higher dimension. Within this new dimension , it searches for linear optimal separating hyperplane.” Let me help you understand this easily with help of some examples! Look at…Support Vector Machine3 min readSupport Vector Machine3 min read
Published in Nerd For Tech·Aug 25, 2021Introduction to Building an App with FlutterWhat is Flutter? Flutter is Google’s UI toolkit for building beautiful, natively compiled applications for mobile, web, desktop, and embedded devices from a single codebase. Flutter is very new, but a promising platform, that has attracted the attention of large companies who’ve released their apps already. …Flutter App Development6 min readFlutter App Development6 min read
Published in MLearning.ai·Aug 13, 2021Convolutional Neural NetworksWhat is image classification ? Image Classification is a fundamental task that attempts to comprehend an entire image as a whole. The goal is to classify the image by assigning it to a specific label. Typically, Image Classification refers to images in which only one object appears and is analyzed. …Cnn4 min readCnn4 min read
Published in Nerd For Tech·Aug 10, 2021K-means Clustering Algorithm and Network Intrusion Detection SystemObjective : Intrusion detection (ID) is a kind of security management system for computers and networks. There are many approaches and methods used in ID. Each approach has merits and demerits. We’ll use the K-means approach for the Intrusion Detection System. K-means Algorithm : K-means algorithm is an iterative algorithm that tries to partition the…Intrusion Detection6 min readIntrusion Detection6 min read
Published in Nerd For Tech·Jun 29, 2021Building Web Applications to run Docker and Kubernetes commandsWhat is JavaScript ? JavaScript (or “JS”) is a programming language used most often for dynamic client-side scripts on webpages, but it is also often used on the server-side, using a runtime such as Node.js. JavaScript should not be confused with the Java programming language. Although “Java” and “JavaScript” are trademarks (or registered trademarks)…Dev Ops5 min readDev Ops5 min read
Published in Nerd For Tech·Jun 28, 2021Automating WhatsApp, Email and launching an AWS instance using PythonObjective : To create a program that performs the given below tasks upon recognizing a particular face — When it recognizes your face then : -> It sends an email to your mail id. -> And also a WhatsApp message to your friend or anyone else. When it recognizes another face, it…Face Recognition3 min readFace Recognition3 min read
Published in Nerd For Tech·Jun 22, 2021JavaScript And The Gaming IndustryJavaScript is a fun and flexible programming language. It’s one of the core technologies of web development and can be used on both the front-end and the back-end.Common …Java Script5 min readJava Script5 min read
Published in Nerd For Tech·Jun 14, 2021Developing a Live Video Streaming Application using Socket Programming with PythonIntroduction : Today, anyone with a fast enough Internet connection can stream high-definition movies or make a video call over the Internet. This is possible because of a technology called streaming. Streaming is the continuous transmission of audio or video files from a server to a client. In simpler terms, streaming is…Live Streaming4 min readLive Streaming4 min read
Published in Nerd For Tech·Jun 9, 2021Using OpenCV with Python to perform basic operations on imagesObjective : To perform the following tasks - 📌 Create image by yourself Using Python Code 📌 Take 2 images, crop some part of the image and swap it. 📌 Take 2 images and combine it to form single image. Approach : To perform the following tasks we will use OpenCV with Python and…Opencv Python4 min readOpencv Python4 min read
Published in Nerd For Tech·Jun 6, 2021PREDICTING CYBER CRIME PATTERNS AND THE ROLE OF CONFUSION MATRIX - Case StudyWhat is a Cybercrime? Cybercrime is criminal activity that either targets or uses a computer, a computer network or a networked device. Most, but not all, cybercrime is committed by cybercriminals or hackers who want to make money. Cybercrime is carried out by individuals or organizations. Some cybercriminals are organized, use advanced techniques and…Cybercrime8 min readCybercrime8 min read
