Unite.AI

JULY 1, 2024

Additionally, the dynamic nature of AI models poses another challenge, as these models continuously learn and evolve, leading to outputs that can change over time. Automated tools can streamline this process, allowing real-time audits and timely interventions.

Explainability 182

Explainability BERT AI AI 182

Pickl AI

SEPTEMBER 3, 2024

Explainable AI As ANNs are increasingly used in critical applications, such as healthcare and finance, the need for transparency and interpretability has become paramount. ANNs are being deployed on edge devices to enable real-time decision-making in applications such as smart cities, autonomous vehicles, and industrial automation.

Neural Network 52

Neural Network Convolutional Neural Networks Natural Language Processing Machine Learning 52

Heartbeat

NOVEMBER 27, 2023

Deep learning automates and improves medical picture analysis. Convolutional neural networks (CNNs) can learn complicated patterns and features from enormous datasets, emulating the human visual system. Deep learning can automate and improve illness diagnosis, helping healthcare practitioners make better judgments.

Deep Learning 59

Deep Learning Convolutional Neural Networks Neural Network Explainability 59

How to Learn Machine Learning

JUNE 9, 2024

What makes them fantastic is their ability to learn from their past interactions. This continuous learning enables the ML systems to improve their outcomes and make better predictions on new data over time. But the question here is, what makes machine learning so special? Why is it so important in today’s world?

Machine Learning 52

Machine Learning Explainable AI Explainability ML 52

Bugra Akyildiz

MAY 25, 2024

Automated Query Optimization: By understanding the underlying data schemas and query patterns, ChatGPT could automatically optimize queries for better performance, indexing recommendations, or distributed execution across multiple data sources.

ChatGPT 59

ChatGPT Machine Learning OpenAI Data Analysis 59

DataRobot Blog

DECEMBER 20, 2022

What would happen if an automated intelligence machine approach could process and understand all this increasingly massive multimodal data through the lens of a real estate player and use it to obtain quick actionable insights ? Automating and optimizing their investment strategy. Property performance. Property features.

Explainability 59

Explainability Automation Machine Learning AI 59

Viso.ai

APRIL 25, 2024

This includes availability bias (using easily available data), or automation bias (automating the labeling and/or collection process). Deep learning models are black-box methods by nature, and even though those models succeeded the most in CV tasks, explainability is still poorly assessed.

Computer Vision 52

Computer Vision Categorization Algorithm Explainability 52