Tag: machine learning
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AI Ecosystem
AI Ecosystem General Purpose LLMs Code Generation & Assistance Image & Text-to-Image Generation Specialized LLMs Other Notable AI Models Emerging and Developing LLMs Models with Limited Public Information
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Neural Network
Neural Network Neural Networks Neural networks are a type of artificial intelligence (AI) that is inspired by the structure and function of the human brain. They are composed of interconnected nodes, or neurons, that process information and learn from experience. Neural networks can be used to solve a wide range of problems, including image recognition,…
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Deep Learning
Deep Learning Deep learning is a type of artificial intelligence (AI) that is inspired by the structure and function of the human brain. It is a subset of machine learning that uses artificial neural networks to learn from data. Neural networks are composed of interconnected nodes, or neurons, that process information and learn from…
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Fine-tuning
Fine-tuning is a crucial process in machine learning where a pre-trained model is further trained on a specific dataset to optimize its performance for a particular task. This technique leverages the knowledge learned from the initial training and adapts it to the nuances of the target dataset, leading to improved accuracy and efficiency. The Fine-Tuning…
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Agent-based modeling
Agent-based modeling (ABM) is a powerful computational approach for simulating the behaviors and interactions of autonomous agents within a system. It allows researchers to study how these interactions can lead to emergent patterns and behaviors at the macro level. ABM has found applications in a wide range of fields, including social sciences, economics, ecology, and…
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startups pushing the boundaries of autonomous agents!
It’s exciting to see so many startups pushing the boundaries of autonomous agents! Here are 10 notable ones and their unique approaches: This is just a glimpse into the vibrant autonomous agent startup landscape. These companies are exploring diverse paths, from enhancing human productivity to revolutionizing specific industries. It’ll be fascinating to see how their…
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Big Data
Big Data: The 10 Key Words You Need to Know Big data is a term that has been thrown around a lot in recent years, but what exactly is it? Big data is a term used to describe the large and complex datasets that are generated by modern technology. These datasets are often too large…
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Deep Learning
Deep Learning Deep learning is a type of machine learning that uses artificial neural networks to learn from data. Artificial neural networks are inspired by the structure and function of the human brain. They are made up of layers of interconnected nodes, called neurons. Each neuron receives input from other neurons and produces an output.…
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Generative models
Generative models are a type of artificial intelligence (AI) model that can be used to generate new data. This data can be anything from images and text to music and code. Generative models are trained on a large dataset of existing data, and they learn to identify patterns and relationships in the data. Once they…
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Google has worked over the past 20 years to make AI helpful
Learn how Google has worked over the past 20 years to make AI helpful for everyone. Google has been a pioneer in AI research and development for over two decades, consistently pushing the boundaries of what’s possible and making AI more accessible and helpful for everyone. Here’s a glimpse into their journey: Early Days and…