Machine Learning

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...

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 ...

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...

HOW CAN MACHINE LEARNING MODEL (MLM) BENEFIT YOUR BUSINESS

Introduction Once in a while, new technologies that change the world and disrupt many companies spring up. One such technology is Machine Learning. There is a lot of buzz around machine learning, and the hype is actually justified. This technology can be applied in so many areas. Recently, Machine Learning (ML) has been constantly gaining tremendous recognition in various business areas. Across the globe, companies using machine learning, have noticed an improvement in business scalability and operation. Features such as speedy computational processing, easy availability and accessibility of data, growing volumes and cheaper data storage have led to the massive growth in adoption of machine learning. This is just a tip of the iceberg though, as machine learning can offer so much more to bu...

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