IITs and IIMs have taken up the task of narrowing the digital divide in the country. Today, anyone with a smartphone -- even in Tier 2 and 3 cities can access AI learning and tools, thanks to these ...

No previous knowledge of pattern recognition or machine learning concepts is assumed. This is the first machine learning textbook to include a comprehensive coverage of recent developments such as ...

In smart city applications such as medical image analysis, autonomous driving, and security monitoring, image recognition faces challenges like complex backgrounds, low-quality images, and diverse ...

Recent advances in artificial intelligence have significantly improved spectral data analysis. In this study, we used unsupervised machine learning to classify chemical compounds based on infrared (IR ...

This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to ...

Machine learning can enhance our ability to identify communities of microorganisms and how they change in response to climate change over time.

Image recognition has become a cornerstone of modern technology, transforming industries like healthcare, retail, automotive, and security. Deep learning techniques enable machines to recognize, ...

Image recognition has become a prominent area of research in recent years, and the development of deep learning models has significantly improved the accuracy of image classification tasks. This paper ...

Discover five powerful Python libraries that enable data scientists to interpret and explain machine learning models effectively.