Mathematics for Machine Learning

Mathematics is an essential part for machine learning  without maths it is hard to get into core concepts. In addition, machine learning uses concepts from different branches, however, these branch of mathematics are the backbone of the machine learning. 1- Linear Algebra Matrix, Vector Spaces and Linear Transformations, Eigen Values and Eigen Vectors ( Principle […]

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operating system

Operating System

An Operating System is a system software which uses the software and hardware resources and provides an environment for application programs to execute appropriately.     Operating System Types 1.  Distributed Operating System With a distributed system, memory and clock are not shared by processors.     2. Real Time Systems In this type of

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Tips to Crack UGC-NET

The National Eligibility Test (NET) is conducted to determine the eligibility of Indian Nationals for Assistant Professor or award of Junior Research Fellowship and Assistant Professor both in Indian Universities and Colleges. No doubt, the level of the exam is high. However, no exam is tough for a human being, it only depends on the

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Matplotlib in Python

Matplot is a very powerful python library to visualize the datasets. It is built upon the SciPy and the NumPy library. Further, it would be better to give examples that make you understand the matplot library.   Example-1 import matplotlib.pyplot as plt x=[200,300,400,500,600,700] y=[200,300,400,500,600,700] plt.plot(x,y) plt.show() Execution on ubuntu   The output of the code

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Machine Learning

Machine learning is the study of algorithms that use the mathematical and statistical model and historical data that allows software and programs to predict without being explicitly programmed. Furthermore, machine learning is being used by a variety of applications. 1- Email Filtering 2- Expert systems 3- Computer Vision 4- Marketing and Advertisement 5- Product Suggestion on 

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Big Data

Big data can be characterized as a data set having four V’s. Which are 1- Volume- Internet, sensors, actuators and other digital platforms generate a huge volume of data.  These data can be considered as big data. 2- Variety- Data variety refers to different forms of data. Such as text, images, videos, server log files, sensors’ generated data.

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Install and Run NS-2.35 on Ubuntu 16.04

NS-2 is a very popular network simulation platform. Further, you can install it on windows. However, Linux provides all environments for network simulator version 2. In addition, it was developed considering the Linux environment. Such as it needs GCC compiler. Moreover, NS-2 provides protocols such as TCP ( Transmission Control Protocol), UDP ( User Datagram Protocol)

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Markov Chain

A Markov chain describes the sequence of events and probability of happening each event depends only on the previous event.     In figure-1, you can see two states Markov chain. In which there are two states A and B. The probability of changing state from A to B is 0.70 and from A to

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