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Terms of Search Engine Optimization

Modern consumers navigate the world through search. From laptops, smartphones, virtual assistants, tablets, and more, they search the wild and wondrous internet for the products and services they need. By leveraging the fundamentals of search engine optimization (SEO), you can

Fundamentals of Penetration Testing

What is Penetration Testing? Finding a vulnerability, using an exploit, attacking a system are different parts of the Penetration testing process. A pen tester’s (a term is given for penetration tester) attention is required at the highest level because any

Smartwatches: Explained

Origin Of Wrist Watches There existed watches since 1500 BC. Europeans, Germans, Philips, Romans had different ways to make the watches and were basically for taking a look at the time. Analog watches arrived in 1770, which had and still

How to Conduct a Social Media Audit

Overview Many organizations approach social media from a platform-first perspective. That is, they jump on a social network first and develop their strategy later. As a result, they often find themselves in a situation where they have multiple accounts on

What is Cyber Security? Why Cyber Security?

Information is the oxygen of the modern age. It seeps through the walls topped by barbed wire. It wafts across the electrified borders. Ronald Reagan Understanding the terms ‘Cyber’ and ‘Security.’ ‘Cyber’ is a technical term derived from ‘cybernetics’ from

Subset Selection

Introduction The time and space complexity of any classifier or regressor depends on the number of inputs(d) and the size of the data sample(N). Subset Selection is a type of feature extraction method. The process of feature extraction basically involves

Clipping and Sampling for Recurrent Neural Networks

Introduction In this blog post, I’ll walk you through the simple steps of clipping and sampling for recurrent neural networks. Gradient Clipping ensures that your gradients won’t explode, and you can converge to the optimal solution of the cost function easily. We’ll

CNN: Augmentation using Image Data Generator

Introduction  This post will give an easy method of doing image augmentation in your Convolution Neural Networks using ImageDataGenerator of Tensorflow. The model aims to classify images into two classes, namely “Cats” and “Dogs.”   Data I’ve used a filtered

Basic RNN

Introduction In this blog, I’ll walk you through building the basics blocks of a Recurrent Neural Network.   Importing Packages Basic Functions Basic RNN Cells Basic LSTM Cells

Named Entity Recognition using Tensorflow

Introduction Named Entity Recognition is a common task in Information Extraction which classifies the “named entities” in an unstructured text corpus. Most of these Softwares have been made on an unannotated corpus.   Dataset used here is available at the