Developing a decision support system is one of the most important challenges that business managers usually face, making a right decision in certain circumstances. Being able to make the right decision in a particular situation requires useful information about the problem…
Data Preprocessing and Preparation
Nowadays, the vastness and abundance of data and information has made it difficult to distinguish the correct data from the incorrect data among this large amount of data. To perform strong analysis, data scientists and analysts more than anything need to…
Deep Learning
Let’s start by stating one of the reasons why deep learning is so important: Prior to the advent of deep learning, for decades, working with machine learning systems required a specialist to perform feature extraction in the traditional (manual) way. However, it was a time-consuming,…
Doing an unsupervised machine learning project
Machine learning is looking for ways so that systems can learn like humans. We humans have the ability to understand our surroundings and learn from them without anyone teaching us. In fact, we have a capability called unsupervised machine learning; That…
Supervised Machine Learning
Let’s start talking about supervised learning with an example: Suppose you have a series of pictures of different animals and you want to separate and classify them into different categories. The first step is to introduce all the animals in the…
machine learning
Nowadays, machine learning, a subfield of artificial intelligence, has become an important aspect in the world of science. Machine learning is used in many different areas and, specially in recent years, it is being taught in many universities at undergraduate, graduate…
Statistical analysis
Statistics and statistical analysis are familiar terms to many business owners and researchers, and are one of the most important topics at the University for projects and dissertation works. This is because master’s and doctoral students, in order to get their degree, in…