TransOrg Analytics

FEBRUARY 11, 2025

SHAP (Shapley Additive Explanations) Uses game theory to determine the impact of each input feature on an AI model’s decision. Model-Specific Methods (tailored to specific AI models) DeepLIFT Explains decisions in deep neural networks by comparing neuron activations to a baseline.

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Explainable AI Explainability Convolutional Neural Networks Neural Network 52

Pickl AI

AUGUST 1, 2024

Summary : Deep Learning engineers specialise in designing, developing, and implementing neural networks to solve complex problems. They work on complex problems that require advanced neural networks to analyse vast amounts of data. Hyperparameter Tuning: Adjusting model parameters to improve performance and accuracy.

Deep Learning 52

Deep Learning Neural Network Machine Learning Natural Language Processing 52

Pickl AI

JULY 14, 2023

Machine Learning and Neural Networks (1990s-2000s): Machine Learning (ML) became a focal point, enabling systems to learn from data and improve performance without explicit programming. Techniques such as decision trees, support vector machines, and neural networks gained popularity.

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Neural Network Software Engineer Artificial Intelligence Artificial Intelligence 52

Google Research AI blog

JANUARY 18, 2023

Over the next several weeks, we will discuss novel developments in research topics ranging from responsible AI to algorithms and computer systems to science, health and robotics. The neural network perceives an image, and generates a sequence of tokens for each object, which correspond to bounding boxes and class labels.

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Computer Vision Auto-classification Large Language Models Neural Network 132

Heartbeat

OCTOBER 12, 2023

The Rise of Large Language Models The emergence and proliferation of large language models represent a pivotal chapter in the ongoing AI revolution. These models, powered by massive neural networks, have catalyzed groundbreaking advancements in natural language processing (NLP) and have reshaped the landscape of machine learning.

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Large Language Models Neural Network Convolutional Neural Networks Artificial Intelligence 59

AI Weekly

JUNE 29, 2023

mit.edu Ethics AI ChatGPT Responds to UN’s Proposed Code of Conduct to Monitor AI Achieving a global consensus on the specifics of the code of conduct might be challenging, as different countries and stakeholders may have differing views on AI development, applications, and regulation. politico.com Will AI Take Over Your Job?

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Algorithm ChatGPT Convolutional Neural Networks Robotics 244

Unite.AI

MARCH 20, 2025

How does the AI model differentiate between benign and malignant tissue, and how was it trained? The Deep Learning algorithm is based on multilayered convolutional neural networks, operating on several magnification levels.

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Convolutional Neural Networks Algorithm Explainability Neural Network 146

AWS Machine Learning Blog

FEBRUARY 24, 2023

This satisfies the strong MME demand for deep neural network (DNN) models that benefit from accelerated compute with GPUs. These include computer vision (CV), natural language processing (NLP), and generative AI models. The impact is more for models using a convolutional neural network (CNN).

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BERT NLP Computer Vision Neural Network 99