Daal4py makes your Machine Learning algorithms in Python lightning fast and easy to use. It provides highly configurable Machine Learning kernels, some of which support streaming input data and/or can be easily and efficiently scaled out to clusters of workstations. Internally it uses Intel® DAAL (Intel® Data Analytics Acceleration Library) to deliver the best performance. Designed For Data Scientists And Framework Designers daal4py was created to give data scientists the easiest way to utilize Intel® DAAL’s powerful machine learning building blocks directly in a high-productivity manner. A simplified API gives high-level abstractions to the user with minimal boilerplate, allowing for […]
Cryptography involves creating written or generated codes that allow information to be kept secret. Cryptography converts data into a format that is unreadable for an unauthorized user, allowing it to be transmitted without unauthorized entities decoding it back into a readable format, thus compromising the data. Information security uses cryptography on several levels. The information cannot be read without a key to decrypt it. The information maintains its integrity during transit and while being stored. Cryptography also aids in nonrepudiation. This means that the sender and the delivery of a message can be verified. Cryptography also allows senders and receivers […]
A wireless mesh network (WMN) is a communications network made up of radial nodes organized in a mesh topology. It is also a form of wireless ad hoc network. A mesh refers to rich interconnection among devices or nodes. Wireless mesh networks often consist of mesh clients, mesh routers and gateways. Mobility of nodes is less frequent. If nodes constantly or frequently move, the mesh spends more time updating routes than delivering data. In a wireless mesh network, topology tends to be more static, so that routes computation can converge and delivery of data to their destinations can occur. Hence, this is a low-mobility centralized form of wireless ad hoc network. […]
Apache Hadoop is a collection of open-source software utilities that facilitate using a network of many computers to solve problems involving massive amounts of data and computation. It provides a software framework for distributed storage and processing of big data using the MapReduce programming model. Originally designed for computer clusters built from commodity hardware—still the common use—it has also found use on clusters of higher-end hardware. All the modules in Hadoop are designed with a fundamental assumption that hardware failures are common occurrences and should be automatically handled by the framework. The core of Apache Hadoop consists of a storage part, known as Hadoop Distributed File System (HDFS), and a processing part which is […]
While software application development is becoming a pivotal component among the enterprises and organizations to streamline their business process, testing software applications for quality has become equally important for the businesses. When we talk about software testing, the first thing would come in your mind would be to choose the right kind of testing approach, whether to go for Static Testing or choose dynamic testing. Well, both, static testing and dynamic testing, are totally different from each other. While static testing is not so detailed testing and checks mainly for the sanity code and other stuff, dynamic testing tests dynamic […]
Ruby is one of the most popular scripting language as it is widely used by startups as well as established businesses. According to a recent study ruby on rails developers builds applications almost 30% faster compared to other programming languages. The reason behind this is that Ruby uses Agile software development process which enables ROR developers to set up applications very rapid as each and every aspect is listed systematically. Features that Makes Ruby on Rails Stand Out in Competition MVC Architecture Ruby on Rails Framework is based on model, view and controller architecture. Model maintains the relationship between the […]
Blockchain Technology: Blockchain technology is one of the latest and innovative inventions in the field of the digital world. A blockchain in the simplest of terms is a data structure that holds transactional records while ensuring security, transparency, and decentralization. This amazing solution enables peer-to-peer transactions which are a boon for everyone where two or more parties require a common record. This record of data is managed by a cluster of computers and is not owned by any single entity. Each block of data is secured and bound to each other using cryptographic principles (i.e. chain). That makes your data […]
Big data analysis has created a lot of buzz in recent times and several sectors have identified that it can be a big game changer. With the increasing adoption of this technology, all the modern industries are finding the real value of big data analysis. Basically, it refers to the scrutiny of large data sets including a variety of data types (big data) to unveil market trends, hidden patterns, customer preferences, unknown correlations and other useful information. Such analysis has proved to be highly effective in devising strategies for new revenue opportunities, better services, effective marketing, improving operational efficiency and […]
What Is Quantum Computing ? Quantum computing is an area of computing focused on developing computer technology based on the principles of quantum theory, which explains the behavior of energy and material on the atomic and subatomic levels. Classical computers that we use today can only encode information in bits that take the value of 1 or 0. Quantum computing, on the other hand, uses quantum bits or qubits. The basis of quantum computing is the Qubit. Unlike a normal computer bit, which can be 0 or 1, a Qubit can be either of those, or a superposition of both […]
Artificial neural networks are computational systems vaguely inspired by design of natural neural networks (NNN). These systems are also called connectionist systems. Learn what is Artificial Neural Networks in detail through this blog. Capability to mimic the human intelligence by machines is called Artificial Intelligence (AI). Popular approaches towards achieving Artificial Intelligence are if-then formal reasoning, Bayesian inference, probabilistic reasoning and Artificial Neural Networks. Human brain inspired Artificial Neural Networks turned out to be the most effective problem-solving model for wide set of problems of AI. Key abilities of Artificial Neural Networks: Feature extraction: Feature extraction is used in pattern matching […]
Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. Specific applications of AI include expert systems, natural language processing (NLP), speech recognition and machine vision. AI programming focuses on three cognitive skills: learning, reasoning and self-correction. Learning processes. This aspect of AI programming focuses on acquiring data and creating rules for how to turn the data into actionable information. The rules, which are called algorithms, provide computing devices with step-by-step instructions for how to complete a specific task. Reasoning processes. This aspect of AI programming focuses on choosing the right algorithm to reach a desired outcome. Self-correction processes. This aspect […]
Apache Spark has become one of the key cluster-computing frameworks in the world. Spark can be deployed in numerous ways like in Machine Learning, streaming data, and graph processing. Spark supports programming languages like Python, Scala, Java, and R. In this section, we will understand what Apache Spark is. Apache Hadoop and Apache Spark One of the biggest challenges with respect to Big Data is analyzing the data. There are multiple solutions available to do this. The most popular one is Apache Hadoop. Apache Hadoop is an open-source framework written in Java that allows us to store and process Big Data […]