MACHINE LEARNING

Machine learning is a technical method that deals with data analysis and improves a machine’s independent learning ability without human involvement. The increasing demand for the IoT is limitless as we see intelligent devices, automated machines, voice assistants. All-in-all, machine…

Evolution is inevitable, whether it is human or technology, the changes in them are transforming human life as well. Machine learning and artificial intelligence have crossed the boundaries of science fiction books, and it has become a part of our reality. Machine learning works on data, and based…

Digitization and the growth of the internet have played an important role in redefining the future. With the use of technology, it has become easier for companies to do transactions in a jiffy, but at the same time, this has exposed us to data threat and breach. In the recent past, we have…

Wondering what role Machine Learning can play in detecting and preventing deadly coronavirus? Well, we have got you covered.  Table of Contents  Overview  How can Machine Learning Help? Concluding Lines  Overview  COVID-19 pandemic is a global health crisis that has…

In scientific computing, deep learning has gained immense popularity, and its algorithms are commonly used by companies that solve complex problems. In order to perform complex functions, all deep learning algorithms use multiple forms of neural networks. This article discusses virtual artificial…

The future of nearly every company and every human being on the planet is affected by artificial intelligence (AI). The critical engine of new technology such as big data, robotics, and the Internet of Things has been known as artificial intelligence (IoT). For the near future, Artificial…

Someone once thought about what if computers were able to learn independently and progress without any human programming or help from experience using data. This theory came to be known as Machine Learning, and the name behind was Arthur Samuel. Thanks to the substantial volume of data available…

Machine learning has been one of the world’s hottest subjects in the last decade, and Andrew Ng a machine learning expert treats it as the latest electricity. Many of the services we use today’s global machine learning powers-recommendation systems such as Netflix, YouTube, and Spotify;…

Deep learning has revolutionized computer vision over the past decade. Several vision tasks such as object recognition, semantic segmentation, optical flow estimation, and more can now be resolved with unparalleled precision using deep neural networks. Breakthroughs in deep learning have led to…

AutoML provides tools that automatically discover good machine learning model pipelines for a particular dataset without much user intervention. It is ideal for machine learning practitioners or domain experts new to machine learning to get quick and good results for a predictive modeling task.…

In machine learning, reducing dimensionality is a critical approach. Overfitting of the learning model may result in a large number of features available in the dataset. There are two standard dimensionality reduction techniques used by machine learning experts to evaluate the collection of…

Decision trees are part of the Supervised Classification Algorithm family. On classification issues, they work very well, the decisional route is reasonably easy to understand, and the algorithm is fast and straightforward. Random Forest is the ensemble variant of Decision Trees. Random forest is a…