What is an RBM?
A Restricted Boltzmann Machine (RBM) is a probabilistic graphical model used for unsupervised learning. RBMs help discover hidden structures in data, making them suitable for applications like video r...
10 Dec 202412min
What is a Knowledge Graph?
Knowledge graphs are a powerful tool for organizing and understanding information. They consist of nodes, which represent entities such as people, places, or things, and edges, which represent relatio...
6 Dec 202413min
What is Random Forest?
Random Forest is a machine learning model used for making predictions. It uses a collection of decision trees, each trained on a random subset of data, to enhance prediction accuracy. Decision trees a...
3 Dec 202420min
What is NLP (Natural Language Processing)?
Natural language processing (NLP) is a field of artificial intelligence that enables computers to understand and process human language. This video from IBM Technology explains the basics of NLP by co...
30 Nov 202416min
What are GANs (Generative Adversarial Networks)?
Generative Adversarial Networks (GANs) are a type of unsupervised machine learning algorithm where two submodels, a generator and a discriminator, compete against each other. The generator creates fak...
26 Nov 20249min
What are Convolutional Neural Networks (CNNs)?
The source is a video from IBM Technology on YouTube that explains the concept of convolutional neural networks (CNNs) in an easy-to-understand manner. The video uses a simple house drawing as an exam...
22 Nov 20249min
Why Are There So Many Foundation Models?
The provided text explains the growing prevalence of foundation models in artificial intelligence. These models are large-scale neural networks trained on massive datasets, enabling them to perform va...
20 Nov 202411min
Five Steps to Create a New AI Model
The video transcript from IBM Technology describes a five-stage workflow for creating specialized AI models using foundation models. The workflow begins with data preparation, where large datasets are...
16 Nov 202414min
