What Is Machine Learning And How It Works - 2581 Words

What is Machine Learning and how it works? Machines leaning is basically a method of teaching computers to make predictions based on historical data. The computers then improve its internal programs using this data. To illustrate this let us consider the example of a normal email filter which automatically filters out spam emails from an inbox, this is possible as the email engine is programmed to learn to distinguish spam and non-spam messages. Over time as the program keeps on learning its performance improves drastically. Other areas where machine learning is used in day to day life are medical diagnosis, self-driving car, stock market analysis and recommendation engine on any ecommerce website like eBay or Amazon. To further elaborate on how it actually works; in machine learning instead of programming of the computer to solve a problem, the programmer actually writes a series of rigid codes to make the computer lean to solve a problem from various examples. As you know that computers can solve complex problems like predicting the pattern of movement of galaxies and so on but it can’t perform easy tasks like identifying objects like a tree or a house, although now a days there are a couple of search engines and applications that are able to do that like Google Reverse Image Search and Apple Images, but they still fail when the image is overshadowed by some other image. So machine learning is basically making the computer think in a way how humans would in thisShow MoreRelatedThe Application Of Machine Learning1253 Words   |  6 Pagesrecent years, machine learning has made very significant leaps in terms of development. It has undergone a lot of improvement, growth in the industry. Be cause of its ability to learn and improve itself and make predictions based on data, its popularity has grown leaps and bounds in the recent years mainly due to the large scale data processing and managing capacities of machines nowadays. Many applications of machine learning has come into picture in the recent years. Machine Learning makes use variousRead MoreThe Cyber Spectrum Research And Technology Development Virtual Environment1646 Words   |  7 Pagesdatasets. This report presents the approach and subsequent module that the team was able to accomplish. With an extended effort, this project should be able to incorporate data stream reduction to focus on the Twitter streams of interest and the machine learning techniques that enable for richer detection. 10.2 Introduction 10.2.1 CSpec-DVE The Cyber Spectrum Research Technology Development Virtual Environment (CSpec-DVE) program enables Reserve Officer Training Corps (ROTC) cadets to contribute technicallyRead MoreEssay about Experiential and Constructivist Learning909 Words   |  4 PagesConstructivist Learning Experiential approach to learning can be an extremely effective form of learning, especially for adults. Confucius said â€Å"Tell me, and I will forget. 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