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Introduction In today's world, communication is an integral part of our daily lives. We rely on telecommunication networks to connect with people from different parts of the world, access information and conduct businesses. Telecommunications refers to the exchange or transmission of information between two or more devices through a medium such as wires, cables, or airwaves. The process involves sending and receiving data and voice signals through complex networks that span across cities and countries. In this article, we will take a deep dive into telecommunication networks. Definition of Telecom Networks Telecom Networks refer to the infrastructure ... Read More
Introduction Mobile computing refers to the use of portable computing devices such as smartphones, tablets, and laptops that are designed to be easily transported and used while on the go. The rise of mobile computing has been a game−changer in today's world. It has transformed the way people communicate, access information, and perform tasks. With mobile devices becoming increasingly powerful and ubiquitous, it's no surprise that businesses such as Apple and Samsung have invested significantly in this area. The Definition of Mobile Computing Mobile computing is defined as any technology that allows wireless communication between devices or ... Read More
Introduction Transmission Control Protocol (TCP) is a standard protocol for transmitting data over the internet. It is one of the main protocols in the TCP/IP suite, along with Internet Protocol (IP). TCP provides reliable, ordered and error−checked delivery of data between applications running on hosts communicating via an IP network. It manages the transmission control part of the communication by dividing data into smaller packets, numbering them in sequence to ensure proper reassembly at the receiving end, and acknowledging receipt of each packet. TCP is widely used in client−server architecture where a server provides services to multiple clients. ... Read More
Transfer learning with convolutional neural networks (CNNs) has revolutionized the field of computer vision by enabling the reuse of pre-trained models on new, related tasks. This powerful technique leverages the knowledge learned from large-scale datasets, allowing for faster and more accurate model training, even with limited labeled data. By employing pre-trained CNNs as feature extractors and fine-tuning the network on task-specific data, transfer learning significantly reduces the need for extensive training time and computational resources. This article explores the concept of transfer learning with CNNs, its applications, benefits, and considerations, highlighting its potential to enhance various computer vision tasks. ... Read More
Introduction TCP (Transmission Control Protocol) is a crucial protocol in network communication, responsible for ensuring reliable data transfer between devices over the Internet. However, due to the unpredictable nature of networks and the fact that it relies on underlying IP (Internet Protocol) for data transmission, TCP cannot guarantee that all packets will be delivered successfully. This is where TCP timers come into play. Definition of TCP Timers TCP timers are mechanisms used by the protocol to manage and control various aspects of the data transmission process. Essentially, these timers are implemented by a device's operating system and are ... Read More
Pytorch Lightning which is a very powerful framework simplifies the process of training the neural networks. As we know neural networks have become a fundamental tool for solving problems related to machine larning, howevere training neural networks have become a necessary yet challenging task which requires careful management of models, data and training loops that is why we use PyTorch Lightning In this article, we will explore what is PyTorch Lightning, how to train neural networks using PyTorch Lightning, its benefits, and various techniques to enhance the training process. What is PyTorch Lightning? PyTorch Lightning is a user-friendly Python ... Read More
Roman numerals are known as the characters used in an arrangement of number notation based on the pre-Roman Roman system. All major symbols are covered in the section below. In this problem, we are given a string of Roman numerals and our task is to convert Roman numerals to decimals in the range of 1 to 3999 Here are some examples and explanations to help you better understand the problem. Input str = “MXCIX” Output 1099 Explanation M is the Roman representation of 1000, XC is the Roman representation of 90, IX is the Roman representation of 9. Input str ... Read More
We are not able to store the large decimal numbers in normal data types such as the int or even in long long, so we store them in the string. When we multiply two integers represented in the form of a string it takes a lot of time more specifically N*M where N is the size of the given string. In this article, we will implement Karatsuba Algorithm for the fast Multiplication of large decimal numbers represented as strings. Input string num1 = "34984" string num2 = "937488" Output 32797080192 Explanation We will see the algorithm for the ... Read More
Account-based marketing (ABM) is a strategic approach used by SaaS businesses to target and engage specific accounts or companies. Unlike traditional marketing strategies that focus on generating leads from a broad audience, ABM targets a specific group of high-value accounts with personalized messaging that speaks directly to their needs and interests. SaaS Businesses SaaS businesses operate in a highly competitive market where customer acquisition costs are continuously rising. ABM allows these businesses to cut through the noise and reach the right decision-makers at targeted accounts, which can lead to higher conversion rates, increased revenue, and improved ROI on ... Read More
Word-of-mouth marketing is the oldest and most effective form of marketing. It's when customers recommend a product or service to their friends, family, or colleagues based on their personal experiences. For SaaS businesses, word-of-mouth marketing is particularly important because it can lead to a steady stream of new leads without having to spend a fortune on advertising. Generating Leads Through Word-Of-Mouth Marketing One of the biggest benefits of generating leads through word-of-mouth marketing for SaaS businesses is that it can lead to high conversion rates. When someone recommends your product or service, they are essentially vouching for its ... Read More