Machine Learning

What is Artificial Intelligence? Artificial Intelligence is a concept that has been around for a while now. According to famous Greek mythologies, Artificial Intelligence was first discovered when mechanical men were designed in order…

The structure is close to those of the famous neural networks: the idea is to mimic the human brain, which is known to be very efficient in learning. A large number of layers with nonlinear processes between them are used: the deeper the…

When it comes to software development, there are two kinds of development. There’s front end and back end development. Back end development refers to what goes on, “under the hood” so to speak. It’s everything that the user of the…

In this report, the group currently using the technology is referred to as the active group. Those who are planning to use the technology are referred to as the exploring group. In this survey, half (50%) already use the technology;…

The 2018 soccer World Cup kicks off in Russia on Thursday and is likely to be one of the most widely viewed sporting events in history, more popular even than the Olympics. So the potential winners are of significant interest. One way to…

When training a neural network, you want it to be able to discern the patterns in the data you’ve given it and then be able to generalize these patterns to those occurring in the world. If you were training an image classifier, you’d want…

If your goal is to do machine learning on text data, like movie reviews or tweets or anything else, you need to convert the text data into numbers. This process is sometimes referred to as “embedding” or “vectorization”. In terms of…

Given the scope and sheer importance of the problem it makes sense to be using every tool we have to combat it. The tools available to us include big data and machine learning, and innovative applications for these technologies can help us…

It helps in extracting meaningful information from raw data; it is an excellent technique of solving complex-data-rich business problems that are not resolved by the traditional approaches like human judgment. According to Arthur Samuel who…