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06 Oct
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
02 Oct
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
01 Oct
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
01 Oct
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
30 Sep
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