Introduction GrowNet is a novel gradient-boosting framework that uses gradient-boosting techniques to build complex neural networks from shallow deep neural networks. The shallow deep neural networks are used as weak learners. GrowNets today are finding applications in diverse domains and fields. A Brief Refresher of Gradient Boosting Algorithms. Gradient Boosting is the technique to build models sequentially and these models try to reduce the error produced by the previous models. This is done by building a model on the residuals or errors produced by the previous model. It can estimate a function using optimization using numerical methods. The most common ... Read More

Neural networks and deep learning systems are useful for a number of tasks, including pattern recognition and classification. These methods can be used to analyze large and complex datasets, and can often achieve high levels of accuracy in tasks that are difficult for traditional algorithms to solve. Additionally, neural networks and deep learning systems are able to learn and improve over time, which makes them particularly well−suited for tasks that involve unstructured or unlabeled data. In this article, we'll examine neural networks and deep learning systems in-depth and discuss how they vary from one another. What is Neural Network? A ... Read More

Introduction The Restricted Boltzmann Machine, developed by Geoffrey Hinton in 1985, is indeed a network of symmetrically interconnected systems that functions like neurons and makes stochastic judgments. After the Netflix Competition, where RBM walt is a type of unsupervised utilized as an information retrieval strategy to forecast ratings and reviews for movies and outperform most of its competition, this deep learning model gained a lot of notoriety. It is helpful for collaborative filtering, feature learning, dimensionality reduction, regression, classification, and feature learning. Let’s understand what are restricted Boltzmann Machines in depth. Restricted Boltzmann Machine Restricted Boltzmann Machines have stochastic two-layered ... Read More

The technology area continues to advance daily, as seen by the numerous goods and services, both real and intangible, that are continually being invented and improved upon. This has also had a profound impact on many people's lives, both socially and economically. It is a simple tool to obtain, and as a result, it is utilized by many people. The advent of mobile phones and other electronic devices, such as laptops and tablets, has significantly fueled the growth and improvement of the telecommunications sector. Google Fi and Xfinity mobile are two of the most prominent mobile internet service companies ... Read More

Introduction Blockchain is a shared and immutable ledger technology that allows for recording transactions in a corporate network and the acquisition of digital assets. While providing transparency and data verification, blockchain technology is less resistant to fraud and cyber threats than previous record−keeping methods. It also lets you track orders, finances, production, and payments. Because of the numerous uses of this technology, corporations and financial institutions are always on the lookout for blockchain experts. About Stratis, NEO, NXT, and EOS Stratis Stratis is a dynamic and adaptable blockchain Development Platform created by Chris Strew (CEO of Stratis) to assist corporations ... Read More

Introduction Blockchains are essential ledgers that record and conduct various transactions in a business network. Many programming languages like Java and C++ are majorly used in blockchains. However, the authorities and their workers are switching to Python in recent times. Many reasons can be stated for the same. Python is the programming language that is now gaining more and more acceptance all across the globe for its ease of use as well as its excellent results. It keeps the data and information secure and away from the reach of people who try to alter or delete the data vehemently. What ... Read More

Since their creation, two of the oldest and largest blockchains, Bitcoin and Ethereum, have experienced slow processing times and expensive transaction fees. Developers have identified these problems and have come up with clever inventions to fix them. The outcome: modern blockchains with negligible transaction costs and lightning-fast transaction speeds. Therefore, in addition to their mainstream equivalents, these smart chains are worth taking into account if you consider putting your toes into the crypto waters. Here are the top five blockchains in terms of speed, given in decreasing order of TPS. Not everyone seems aware of what the fastest blockchain genuinely ... Read More

Introduction Crypto businesses are often compared with banks and their related things. This is because of the certain similarities that they exhibit. However, they are not the same things and have the respective differences that give them unique identities. Looking at these similarities and other initiatives that the crypto business goes for to improve gives a hint that they are becoming banks. One can state some reasons and theories for the same, but some stand out and are genuine facts. Crypto businesses are an excellent field for people interested in cryptocurrency and who have a business mindset. Are crypto businesses ... Read More

Introduction With its myriad uses, from tracking diamond and supply chain paper trails to providing financial privacy, blockchain technology is poised to disrupt a wide range of industries shortly. This article takes a deep dive into some of the following initiatives that blockchain technology will most likely affect and how it will impact them. This article covers how businesses are taking advantage of blockchain's abilities. Blockchain technology is an emerging medium for implementing intelligent contracts representing the essential functions of a blockchain (i.e., digital assets, transactions and record keeping) across an industry. Smart contracts are agreements executed by blockchain technology ... Read More

The Crypto Market is Extremely Volatile Since the cryptocurrency market does not follow the same regulations as the stock market, it is difficult to break into. Someone who has only ever traded stocks may find it daunting because it has its personality. You can see how challenging it could be for newcomers since even seasoned investors take great care while discussing the direction of the cryptocurrency market. Some individuals brave the market and sell when they think the time is right, despite the fact that many think holding is the ideal strategy for investing in the cryptocurrency market. But how ... Read More