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Pranavnath has Published 445 Articles

Pranavnath
3K+ Views
Introduction While SVM excels in cases requiring clear separation margins or nonlinear decision boundaries while coping well even with limited samples, LR shines when simplicity meets model interpretability requirements within binary classification tasks. Support Vector Machines are powerful supervised learning algorithms used for classification tasks. The main principle behind SVM ... Read More

Pranavnath
527 Views
Introduction In the vast area of data analysis and machine learning, hierarchical clustering stands as a powerful technique for grouping individuals or objects based on their similarities. When combined with the versatility and efficiency of R programming language, it becomes an even more invaluable tool for uncovering hidden patterns and ... Read More

Pranavnath
338 Views
Introduction Human pose estimation, the task of recognizing and tracking the positions of body joints and parts, plays a crucial part in computer vision applications. One well known and highly compelling method for human posture estimation is Open Pose. Developed by the Computer Vision Center at the University Autònoma de ... Read More

Pranavnath
284 Views
Go and Erlang are two popular programming languages that are frequently utilized for building large-scale, conveyed, and fault-tolerant frameworks. Whereas both languages have their claims and various kinds of highlights and qualities, both share a common objective of giving designers effective devices for building versatile and adaptable frameworks. In this ... Read More

Pranavnath
470 Views
Transmission Control Protocol comes under the fourth Layer of the Open System Interconnection model. The main purpose of TCP is to track the packets and these fields add extra information on the TCP header. The connection must be implemented before transferring the packets. Some of the errors that may arise ... Read More

Pranavnath
217 Views
Signaling system 7 is a protocol that comes under the network layer of the Open System Interconnection model. It helps the node of the network to track the transfers of messages. Message Transfer protocol is the basis and is divided into many layers according to its function. The first layer ... Read More

Pranavnath
151 Views
MediaFire and Securesafe are storage devices used by different organizations and for personal purposes. MediaFire has been first launched in the year 2006 which provides a storage space of 10GB and later Securesafe was introduced in the year 2009 which provides 100 GB storage space. Using the Securesafe, it makes ... Read More

Pranavnath
4K+ Views
When it comes to information connect conventions, HDLC (High-Level Information Connect Control) and PPP (Point-to-Point Convention) are two broadly recognized guidelines. Whereas both conventions encourage the exchange of information between arranged gadgets, they contrast in a few crucial angles. This article points to shed light on the difference between HDLC ... Read More

Pranavnath
2K+ Views
Within the domain of present-day cryptography, two noticeable calculations have played significant parts in securing delicate information Diffie-Hellman and RSA. Whereas both strategies are broadly utilized for key trade and encryption, they employ effective approaches to attain their cryptographic objectives. Diffie-Hellman, created by Whitfield Diffie and Martin Hellman in 1976, ... Read More

Pranavnath
7K+ Views
Digital encryption technology plays a crucial role in data transmission over communication channels. Manchester encoding and differential Manchester encoding are two good methods for efficiently transmitting digital data. The purpose of this article is to comprehensively compare these two coding schemes and highlight their unique characteristics, advantages, and differences. Manchester ... Read More