deep learning - Page 2 of 4

Large Language Models

Large Language Models are artificial intelligence models designed to process and understand natural language on an enormous scale. These models are trained using deep learning techniques and large amounts of linguistic data, with the goal of capturing the complexities and subtleties of human language. The [...]

Generative Pre-trained Transformer (GPT)

Generative Pre-trained Transformer (GPT) is a deep neural network architecture used for natural language processing (NLP) and text generation. It was developed by OpenAI and uses a machine learning technique known as "transformer", which is based on attention and parallel processing. The most recent version of [...]

Stochastic Gradient Descent (SGD)

Stochastic Gradient Descent (SGD) is an optimization algorithm used in training machine learning models. The main idea behind stochastic gradient descent is to minimize a cost function by iteratively adjusting the model parameters based on the feedback that [...]

Compute cluster

A computing cluster is a group of interconnected computers that work together to perform data processing tasks faster and more efficiently than a single computer. In the context of artificial intelligence and machine learning, compute clusters are used to run machine learning algorithms [...]

Neural network architecture

Neural network architecture refers to the structure and organization of an artificial neural network, which is a mathematical model that is inspired by the structure and functioning of the human brain. Neural network architecture defines how artificial neurons are connected to each other to process and transmit information. Neural networks are [...]

Deep reinforcement learning

Deep reinforcement learning is a machine learning technique that combines reinforcement learning with deep neural networks (deep learning). In deep reinforcement learning, an agent learns to make decisions based on the feedback received from the environment, but instead of using deep reinforcement learning techniques, it [...]

NPLs and recovery of delinquent portfolios

Normally the acronym NPLs (Non Performing Loans) is used in the financial field and is a reality in Spanish banks as well as in international banks. This specific term is used to refer to loans and especially not for something positive, but is used to refer to non-performing loan portfolios.... Today [...]

Qualified lead generation for new customer acquisition using AI

Today we are going to talk about the generation of qualified leads for the acquisition of new customers through AI. At Gamco we develop AI-based software for advanced risk management and business optimization. In recent years we have deployed our solutions in large corporations, being able to analyze huge amounts of data. [...]

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