Snorkel AI

AUGUST 24, 2023

AI is accelerating complaint resolution for banks AI can help banks automate many of the tasks involved in complaint handling, such as: Identifying, categorizing, and prioritizing complaints. Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. Assigning complaints to staff.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

AI is accelerating complaint resolution for banks AI can help banks automate many of the tasks involved in complaint handling, such as: Identifying, categorizing, and prioritizing complaints. Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. Assigning complaints to staff.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

ODSC - Open Data Science

NOVEMBER 13, 2023

For previous grant performance, you can tap into online databases, which offer historical data on funded projects and their outcomes. According to a report by Gartner, poor data quality costs businesses an average of $12.9 Preparation takes the most time in AI development  — roughly 80% — from data gathering to production.

Data Science 52

Data Science Categorization Data Quality Machine Learning 52

AWS Machine Learning Blog

NOVEMBER 7, 2024

Some components are categorized in groups based on the type of functionality they exhibit. Prompt chaining – Generative AI developers often use prompt chaining techniques to break complex tasks into subtasks before sending them to an LLM. The standalone components are: The HTTPS endpoint is the entry point to the gateway.

Generative AI 122

Generative AI AI AI Responsible AI 122

Snorkel AI

FEBRUARY 2, 2023

We plan for multiple rounds of iteration to improve performance through error analysis, and the Snorkel Flow platform provides tools to enable this kind of iteration within the data-centric AI framework. Traditional, model-centric AI development focuses its iteration loop on the model itself.

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Snorkel AI

FEBRUARY 2, 2023

We plan for multiple rounds of iteration to improve performance through error analysis, and the Snorkel Flow platform provides tools to enable this kind of iteration within the data-centric AI framework. Traditional, model-centric AI development focuses its iteration loop on the model itself.

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Pickl AI

APRIL 27, 2023

Data Analytics Trend Report 2023: Data Science is an interdisciplinary field that focuses on filtering the data, categorizing it, and deriving valuable insights. As the importance of Data Science and its role continues to grow, so does the demand for data professionals.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Python 52

John Snow Labs

OCTOBER 19, 2023

One reason for this bias is the data used to train these models, which often reflects historical gender inequalities present in the text corpus. To address gender bias in AI, it’s crucial to improve the data quality by including diverse perspectives and avoiding the perpetuation of stereotypes. harness.generate().run().report()

NLP 52

NLP Natural Language Processing AI AI 52

Topbots

DECEMBER 19, 2023

Presenters from various spheres of AI research shared their latest achievements, offering a window into cutting-edge AI developments. In this article, we delve into these talks, extracting and discussing the key takeaways and learnings, which are essential for understanding the current and future landscapes of AI innovation.

Computer Vision 52

Computer Vision Natural Language Processing AI Researcher AI Research 52

Dlabs.ai

SEPTEMBER 24, 2024

A key aspect of the AI Act is its risk-based approach. Instead of applying uniform regulations, it categorizes AI systems based on their potential risk to society and applies rules accordingly. This tiered approach encourages responsible AI development while ensuring appropriate safeguards are in place.

AI 52

AI AI Explainability Artificial Intelligence 52

Viso.ai

JUNE 24, 2024

We can categorize the types of AI for the blind and their functions. Building an AI for the Blind To build an AI solution that is particularly helpful for the blind, we need to consider a few aspects that can differ from normal AI developments. A conceptual framework for most assistive tools.

Computer Vision 40

Computer Vision Convolutional Neural Networks AI AI 40

Unite.AI

DECEMBER 13, 2023

This provision mandates that AI developers and operators provide clear, understandable information about how their AI systems function, the logic behind their decisions, and the potential impacts these systems might have. This is aimed at demystifying AI operations and ensuring accountability.

Categorization 235

Categorization AI AI Artificial Intelligence 235

Dlabs.ai

DECEMBER 6, 2022

They’re the perfect fit for: Image, video, text, data & lidar annotation Audio transcription Sentiment analysis Content moderation Product categorization Image segmentation iMerit also specializes in extraction and enrichment for Computer Vision , NLP , data labeling, and other technologies.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Computer Vision Deep Learning 52