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Natural Language Processing (NLP)

Natural Language Processing (NLP) is a field of Artificial Intelligence (AI) that empowers computers to investigate and comprehend human dialect and language. It was figured to make software that produces and recognize normal language, so a client can have common discussions with his or her PC rather than through programming or artificial languages like Java or C. HOW NLP WORKS ? Processing the spoken or written word relies heavily on Big Data, large amounts of structured, semi-structured, and unstructured data that can be mined for information. Computers can quickly go through the data, analyze it, and find patterns or trends. Initially, NLP relied on basic rules where machines using algorithms were told what words and phrases to look for in text and then taught specific responses when th...

Association Rule Mining

Introduction The science of extracting useful information from large data sets or databases is named as data mining. Though data mining concepts have an extensive history, the term “Data Mining“, has been recently introduced in mid 90’s. Data mining covers areas of statistics, machine learning, data management and databases, pattern recognition, artificial intelligence, and other areas. Association rule mining is the most important technique in the field of data mining. Association rule mining is finding frequent patterns, associations, correlations, or causal structures among sets of items or objects in transaction databases, relational databases, and other information repositories. As the data generated by day-to-day activities, volume of data increases dramatically. Therefore, mining as...

How Machine Learning can Improve Cybersecurity

Our introduction to Machine Learning (click here) Blog Cybersecurity is the body of technology that is designed to protect devices, networks, data, and programs from unauthorized access or attack. The various IT innovations have caused more businesses to go digital. This has increased the number of security breach cases because cybercriminals are developing better ways to access unauthorized data. In a bid to stop these cyber-attackers, businesses are investing tons of money every year into hiring security professionals. These efforts from businesses cost about $86.4 billion in 2017 alone. Every day, new malware is being developed, making it imperative for companies to update their security protocols & policies regularly, thereby adding to the cost of security. Of course, one cannot pu...

Why the Future of Machine Learning Depends on Cloud Computing

Our introduction to Machine Learning (click here) Blog Machine learning is growing in reputation every day, and it is steadily making its way into enterprise application areas like fraud detection, business intelligence, and customer support. Machine learning is related to computational learning and pattern recognition, and the number of public cloud service providers have now made the technology that was out of reach to most enterprises affordable & available today. Cloud computing is also a technology that has become an integral part of companies today due to its importance to the digital world. Nowadays, companies don’t have to work with bulky hardware, which has resulted in a considerable drop in the general cost of operation. According to statista, the cloud services market will i...

Why we should be worried about the Future of Cloud Security

Cloud security has grown in popularity over the years, and its influence will keep growing as more organizations start to realize the need for using the service. According to the IDC, by 2020, the spending on cloud computing is expected to increase at about six times the rate of IT spending. The promise of a cheap and safe way to store large data is the primary driver of this growth. Just like any other technological innovation, there is a growing skepticism surrounding the use of cloud security, and its future seems to have a few reasons for worry. The rise of Cloud Computing Technology has evolved today to a point where companies and businesses work with a large amount of data. Of course, these businesses would need to store their large data, and getting the necessary infrastructure is v...

Neural Networks

The neural networks are an emulation of the neural system of the brain, where each element of the biological system is replaced by a mathematical equivalent. An artificial neural network can do similar tasks of the human brain, tasks that a regular computer is unable to perform as image recognition, speech recognition and making decisions .Today the use of neural networks are being implemented in software, emulating the parallel nature of a neural network to a linear system. The most common applications are voice recognition, character recognition (OCR), image reconstruction and more, but are also being implemented in hardware, where lineal structure of processors is changed to a neural structure. This takes advantage of the parallel nature of the neural networks. This new technology is ca...

Machine Learning – Revisited

Our introduction to Machine Learning (click here) Blog Machine Learning is a concept of allowing machines to learn from examples and experience. So, what you do is feed data into a generic algorithm, and it builds the logic based on the given data. Arthur Samuel (1959) uttered: “It is a field of study that gives the computers the ability to learn without being explicitly programmed.” The process of learning begins with observations or data, such as examples, direct experience in order to look for patterns in data and make better decisions in the future based on the examples that we provide. The primary aim is to allow the computers learn automatically without human intervention or assistance and adjust actions accordingly. It is an application of Artificial Intelligence (AI) that provides ...

The Top 5 cryptocurrencies

In the present time of advancements, money exchange and trading is yet of a greater concern. When everything is going online and data packets being transferred in the matter of nanoseconds, currency deposit and exchange has also gone rapid in the form of crypto currency. It is referred to as a digitally designed medium easing the exchange and deposit. It makes use of stronger ethics and security hacks such as cryptography to help secure financial transactions, verifying safer transfer of control and assets from one party to another. It also looks after the creation of any additional blocks or units. Crypto currencies are actually an alternative to the conventional and digital currency or more like a virtual currency in this augmented world of virtual reality. Crypto currencies are in fact ...

Data Mining

What is Data Mining? Data mining is the repossessing of hidden information from data using algorithms. Data mining helps to extract useful information from great masses of data, which can be used for making practical interpretations for business decision-making. It is basically a technical and mathematical process that involves the use of software and specially designed programs. Data mining is gaining a lot of importance because of its vast applicability. It is being used increasingly in business applications for understanding and then predicting valuable information, like customer buying behavior and buying trends, profiles of customers, industry analysis, etc. Some of the main applications of data mining are in direct marketing, e-commerce, customer relationship management, healthcare, ...

Artificial intelligence (AI) – Use Cases

When it comes to discover possibilities, without the human indulgence in machines Artificial intelligence (AI) is used to represent machine learning.  Artificial intelligence includes whatever seems an impossibility to be carried out by a machine. AI has taken neural networks of human body in ultimate utilization for any uphill task. Beginning with optical character recognition to operating cars, all include Artificial Intelligence. Not everything you encounter is AI but every superficial thing highlighting any unusual task is AI. For example; human speech recognition is a very common depiction of AI. It has taken over a vast application for the people who are deaf and dumb. In fact, AI is helping to regain the lost senses of an individual. A functioning retina Similarly, AI has enforced b...

The Truth about Federated Identity in Information Technology

Have you ever found yourself in a situation that you need to manage the same person’s identity in different apps? Or do you find it hard to use different login credentials to access various applications in the systems you monitor? The work can be very daunting, especially if you don’t know how to go about it. To make your life a little bit easier, this is where you need to use a federated identity in information technology. What is federated identity and why does it matter? What if federated identity in information technology? As Wikipedia puts it, “A federated identity in information technology is the means of linking a person’s electronic identity and attributes, stored across multiple distinct identity management systems.” In simple words, it is a model that allows the same person...

AWS SageMaker – Machine Learning

Our introduction to Machine Learning (click here) Blog Before discussing what actually an AWS SageMaker is and what it does, it is essential to understand the concept and working of AWS. The Amazon Web Services (AWS) is a subsidiary of Amazon.com which offers individuals, businesses and governments access to on-demand cloud computing platforms on a paid subscription basis. AWS allows its users to acquire a virtual collection of computers that can be accessed through the Internet, these virtual computers imitate most functions of a physical computer. AWS performs various functions such as database storage, compute power, content delivery, machine learning and other functions. Certainly, Amazon Web Services provide reliable, flexible, affordable and scalable cloud computing services allowing...

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