What are Foundation Models? Foundation models (FMs) are a new paradigm in artificial intelligence that is transforming the field of machine learning. In simple terms, they are large, deep learning neural networks trained on massive datasets to perform a diverse…
Unlock the power of Hidden Markov Models (HMMs) with this comprehensive beginner's guide. Learn what HMMs are, how they work, and their applications.
Introduction Tokens are the basic building blocks of large language models like GPT-3. When we provide text input to these models, they break down the text into smaller chunks called tokens. The model then uses these tokens to understand the…
Introduction to Multimodal AI Multimodal artificial intelligence (AI) is an exciting new field that allows AI systems to understand and interact with the world in a more natural, human-like manner. Unlike traditional AI which relies on a single data modality…
Google recently unveiled its most advanced AI system yet, called Gemini. Gemini represents a major leap forward in artificial intelligence, with capabilities across multiple modalities like text, images, audio, video, and more. In this in-depth blog post, we’ll explore what…
1. Introduction to Overfitting and Underfitting When training machine learning models, one of the key challenges is balancing model complexity. Models that are too simple may struggle to detect the underlying patterns in the data. This is called underfitting. On…
What is GPT? GPT, which stands for Generative Pretrained Transformer, is a cutting-edge natural language processing (NLP) model developed by OpenAI in 2018. GPT pioneered a new paradigm in NLP called autoregressive language modeling. Autoregressive models are trained to predict…
The gaming industry has undergone massive changes in recent years thanks to advancements in artificial intelligence (AI) and machine learning. Game developers are integrating AI in innovative ways to enhance gameplay, create more immersive worlds, and improve development workflows. In…
Discover the essential foundations of AI and learn how to select the right models for optimal performance. Enhance your skills, expand your toolbox, and unlock high-value job opportunities in the exciting field of Artificial Intelligence.
Delve into the intricacies of the Confusion Matrix, a powerful tool in machine learning and data science. Learn how this table evaluates model performance and guides model refinement for accurate predictions.