Published in Nerd For Tech·PinnedHard Margin SVM: Mathematical FormulationBy this time we already know how SVM works geometrically and if you don’t then you can have a look here. Once we understand the geometrical interpretation of SVM it is very trivial to understand the working of SVM but why the Mathematical formulation? If we have a good grasp…Svm4 min read
Published in Nerd For Tech·PinnedSupport Vector Machines: Geometrical InterpretationSVM’s are one of the most popular machine learning techniques that can be used for both classification and regression tasks. SVM’s started becoming popular in the 1990’s .In short SVM can be thought of as a supervised machine learning model which uses a hyperplane to differentiate the two classes and…Machine Learning3 min read
Published in Nerd For Tech·PinnedNatural Language Processing with Naive BayesMany of us have heard about NLP or Natural Language Processing , and probably you are here because you want to explore this domain.So in Simple terms NLP is a technology by which computers can understand human language. But what is Naive Bayes? Naive Bayes is an algorithm that is…Data Science8 min read
Aug 4, 2020What are CTF’s and why you should play CTF’s?CTF or Capture the Flags, probably you have not heard of it and there is nothing bad in it and its because CTF’s are quite underrated. …Ctf2 min read
Jul 25, 2020How to get started with Web Development?The topic of web development has evolved quiet a lot in the last 7–8 years. Earlier web development was limited to just HTML,CSS and basic Javascript. But this is not the thing now. …Web Development4 min read
Jul 19, 2020My Journey towards Cyber SecurityCyber Security the name itself is something quite heavy, right? Most of the today’s youths are very much interested towards hot topics like machine learning and cyber security and so was I . …Cybersecurity3 min read