Machine Learning Articles

Learn what zero-shot learning is, how it works, its applications, and its challenges in artificial intelligence.

Discover how NVIDIA's latest cuML update brings GPU acceleration to scikit-learn, UMAP, and HDBSCAN, boosting performance by up to 50x for sklearn—with zero code changes.

Discover the basics of one of the most popular activation functions for neural networks

Discover how computers see images and videos and how artificial intelligence and machine learning are rapidly revolutionizing computer vision.

Learn the techniques for preparing raw data for analysis or machine learning with Python examples!

Explore top data mining project ideas in different industries to build your skills - from beginner to advanced. Datasets and resources to get started are included!

Discover how data lakehouses unify the strengths of data lakes and warehouses, offering a powerful solution for data management and analytics!

Learn about fraud analytics techniques, workflows, and tools that help businesses detect and prevent fraudulent activities in real time across industries.

In this guide, you’ll discover how to learn Natural Language Processing (NLP) from scratch. With a clear, week-by-week learning plan, you'll explore essential NLP concepts, practical applications, and hands-on projects to build your skills.

This article explains the core differences between generative and discriminative models, covering their principles, use cases, and practical examples to help you choose the right approach for your machine learning tasks.

AI in cybersecurity uses AI algorithms to combat threats like ransomware and misinformation, providing advanced capabilities in protection, detection, and response.

Natural language understanding (NLU) is a subfield of natural language processing (NLP) focused on enabling machines to understand the meaning, context, and intent of human language.