Introduction to Classification in ML Classification is one of the most important types of supervised learning algorithms. In a supervised learning algorithm, the machine learns from a supervisor to give output for new observations or a new set of data. In classification, data is categorised into several classes based on known labels (classes, targets or categories). The machine… Read More »
Machine learning is a branch of AI where machines can learn and perform tasks that only humans could do before. For example, machine learning algorithms can recognise faces and images, make decisions, find correlations between data to reduce the features of massive datasets, interact with humans and understand their language, and so on. Machine learning is of three… Read More »
The ability of machines to be able to learn without being programmed, and improve over each iteration, through experience is called machine learning. ML is said to be a part of AI which is used for data science. For example, natural language processing, pattern recognition, image classification, clustering and regression are all different flavours of machine learning. Machine… Read More »
Machine learning is one of the top career options right now, other than data science. If you have good knowledge of machine learning algorithms, you can easily move on to becoming a data scientist. Machine learning requires good technical knowledge and expertise in math, statistics, probability. You should also possess good problem solving and analytical skills, and the… Read More »
Introduction Whenever there is a question that has an answer in yes/no, true/false, or we have to choose one out of many options, we immediately tend to make a decision. For example, “Do you want milk now?”, “Should I take up this course or that?” etc. A computer can do that too – provided we train it using… Read More »
Recently I saw a WhatsApp forward going around regarding pre-screening for CoronaVirus using AI technology. I was baffled to know that AI has made so many advancements, that it could detect a potential positive or negative based on some questions to detect symptoms without a person going to the hospital. How is this possible? How could a system… Read More »
A simple definition of machine learning Machine learning is a type of Artificial Intelligence where machines can learn on their own by experience, without any explicit programming. The experience comes from learning and training with the help of huge datasets collected from various sources. The learning and training process starts with processing and analysis of the data, like… Read More »
What is machine learning? Machine learning is one of the hottest topics of 2020. It is essentially a branch of AI (Artificial Intelligence) that provides any machine the ability to make decisions without any human intervention or explicit programming. Machine learning algorithms are built by collecting huge amounts of data from various sources and building an intelligent system… Read More »
What is the difference between humans and machines? Well, the main difference is – or wait – was – that humans have brains while machines – do not! Machines were known to follow instructions until a revolutionary term, “Artificial Intelligence,” came up! Machines nowadays can gain intelligence artificially through training and modeling. What is Machine learning – Definition… Read More »
Until sometime back, everyone was using one fancy term – data scientist, which became the most widely used and highly paid job in the IT industry. As the demand for data analysis increased, so did the responsibilities, and that is when the concept of a machine learning engineer arose. What is machine learning? Simply put, it is a… Read More »