Storage Area Network (SAN) – Image Source: Link A storage area network is usually recognized as a specialized, speedy network that offer the provision of network access to various storage devices. Storage Area Networks usually comprise different hosts, switches, storage elements as well as storage devices, which are inter-related and inter-connected through various technologies, protocols,…
There are situations in daily life where we want to know the relationship between various factors, for example, if the price of petrol increases would it affect the sales of cars or does changing the location of the house will it affect the price. The process of finding this relationship between multitudes of factors is…
K Nearest neighbour (KNN) is one of the most basic classification algorithms. It follows the assumption that similar things exist in close proximity to each other. The K-nearest neighbour algorithm calculates the distance between the various points whose category is known and then selects the shortest distance for the new data point. It is an…
Naive Bayes is a classification algorithm which checks the probability of a test point belonging to a class. Unlike other algorithms, Naive Bayes is purely a classification algorithm. As explained in the last release this is the formula for the Bayes theorem and as the algorithm name suggests Naive Bayes is inspired by the Bayes…
Probability vs. Statistics Probability is used to predict the likelihood of a future event. vs Statistics are used to analyze past events Basics of Probability Probability, in simple terms, is the likelihood of a situation happening. When unsure of the outcome, the probability can be calculated to know its chances. Probability(Event)=(Number of favourable outcomes of…
What is an activation function? Activation functions get their names from being used in neural networks as they decide whether a particular neuron should be activated. In the context of this release, the sigmoid function will be discussed in detail as it is used in the logistic regression algorithm for binary classification. Sigmoid Activation function…
The Advantages of SAN Architecture Image Source: Link Sharing storage typically simplifies storage administration and adds flexibility because cables and stockpiling devices are not physically relocated to move storage from one server to the next. Other advantages include the ability to boot servers directly from the SAN. Because the SAN can be rearranged so that…
A storage area network (SAN) is a high-speed channel or subnetwork that links and provides shared pools of storage systems to different servers. Memory availability, as well as accessibility, are significant considerations in enterprise computing. Conventional direct-attached disc deployments within separate servers could be a simple and low-cost option for several enterprise systems. Still, the…
Lets us try to implement logistic regression from scratch in python. Recommended to be read after the Neural Networks release. Importing necessary libraries The dataset we will be using is Pima-Indians-diabetes-database Whose objective is to predict whether or not a patient has diabetes diagnostically. y = data.Outcome.values x_data = data.drop([“Outcome”],axis=1) After this, the data…
Logistic regression is one of the most popular algorithms for classification problems. It is called regression even though it is not a regression algorithm because the underlying technology is similar to Linear Regression. The term “logistic” comes from the statistical model used (logit model). As seen in earlier releases, classification algorithms are used to classify…
