Machine Learning Mastery: Understanding Data Processing

Understanding Data Processing   Data Processing is a task of converting data from a given form to a much more usable and desired form i.e. making it more meaningful and informative. Using Machine Learning algorithms, mathematical modelling and statistical knowledge, this entire process can be automated. The output of this complete process can be in …

Machine Learning Mastery: Difference between Machine learning and Artificial Intelligence

Difference between Machine learning and Artificial Intelligence   Artificial Intelligence and Machine Learning are the terms of computer science. This article discusses some points on the basis of which we can differentiate between these two terms. Overview Artificial Intelligence : The word Artificial Intelligence comprises of two words “Artificial” and “Intelligence”. Artificial refers to something which …

Machine Learning Mastery: Machine Learning and Artificial Intelligence

Machine Learning and Artificial Intelligence   Machine Learning and Artificial Intelligence are creating a huge buzz worldwide. The plethora of applications in Artificial Intelligence have changed the face of technology. These terms Machine Learning and Artificial Intelligence are often used interchangeably. However, there is a stark difference between the two that is still unknown to the industry professionals. …

Machine Learning Mastery: Best Python libraries for Machine Learning

Best Python libraries for Machine Learning   Machine Learning, as the name suggests, is the science of programming a computer by which they are able to learn from different kinds of data. A more general definition given by Arthur Samuel is – “Machine Learning is the field of study that gives computers the ability to …

ML Tutorials – Introduction to Data in Machine Learning

Introduction to Data in Machine Learning   DATA : It can be any unprocessed fact, value, text, sound or picture that is not being interpreted and analyzed. Data is the most important part of all Data Analytics, Machine Learning, Artificial Intelligence. Without data, we can’t train any model and all modern research and automation will go …

ML Tutorials – What is Machine Learning?

What is Machine Learning ?   Arthur Samuel, a pioneer in the field of artificial intelligence and computer gaming, coined the term “Machine Learning”. He defined machine learning as – “Field of study that gives computers the capability to learn without being explicitly programmed”. In a very layman manner, Machine Learning(ML) can be explained as automating and …

ML Tutorials – An introduction to Machine Learning

An introduction to Machine Learning   The term Machine Learning was coined by Arthur Samuel in 1959, an American pioneer in the field of computer gaming and artificial intelligence and stated that “it gives computers the ability to learn without being explicitly programmed”. And in 1997, Tom Mitchell gave a “well-posed” mathematical and relational definition …

Machine Learning Tutorials – Getting started with Machine Learning

Getting started with Machine Learning   This article discusses the categories of machine learning problems, and terminologies used in the field of machine learning.   Types of machine learning problems There are various ways to classify machine learning problems. Here, we discuss the most obvious ones. 1. On basis of the nature of the learning …