Deep Learning is an application of Machine Learning (based on Neural Networks) that deals with deep neural nets and intricate algorithms encouraged by the structure and role of a human brain. It is a machine learning technique that trains computers to accomplish what comes naturally to humans: learn by example. …

Unsupervised learning is a type of machine learning algorithm used for drawing inferences from the datasets consisting of input data without labeled responses. In a simple language we can say it is the type of machine learning used for finding hidden patterns without any external input. We only have the…

Reinforcement learning is an approach of machine learning that is used for the purpose of target-directed learning and decision-making. It is inspired by the behavioral psychology. In this approach, machine learns from direct interaction with its environment without depending on the some predefined labeled dataset. The objective behind the Reinforcement…

Supervised learning is a popular concept of machine learning applied to real-life situations. As the name suggests, we need to supervise our machine while it is learning or getting trained to work on its own. For this, we require datasets (labeled training data) for making predictions. These datasets consists of…

Types of ML As we know Machine Learning is the application of Artificial Intelligence which provides the ability to computers to learn like human and progress from experience by feeding data and information into them without the human aid of getting programmed unequivocally. In machine learning, the machine don’t rely…

As we know, tools are significant component of machine learning. These tools make machine learning quite easier. It provides us the capabilities which can be used on many steps of our machine learning projects. Why should we use machine learning tools? · Tools can automate each step in the machine…

Have you ever thought how Facebook recognizes people’s faces in the picture you uploaded? Or sometimes you might have noticed it suggest you people on the basis of your friend list or on the basis of profiles you visited. These all are possible due to machine learning. There are many…

Data plays an important role in almost every field whether it’s trade, social science or any other field of science and study. In every field there’s usage of information and therefore we need to collect data. The process of gathering data, information in a way so that the data can…

If suppose, we have data but that’s not in a proper format then would we be able to process it further? This may be next to impossible. When we prepare data in such a format on which algorithm of data mining can be applied then we term it as pre-processing…