ODSC - Open Data Science

MARCH 20, 2025

Sessions: Keynotes: Eric Xing, PhD, Professor at CMU and President of MBZUAI: Toward Public and Reproducible Foundation Models Beyond Lingual Intelligence Book Signings: Sinan Ozdemir: Quick Start Guide to Large LanguageModels Matt Harrison: Effective Pandas: Patterns for Data Manipulation Workshops: Adaptive RAG Systems with Knowledge Graphs: Building (..)

Data Science 52

Data Science LLM NLP Software Engineer 52

IBM Journey to AI blog

OCTOBER 16, 2023

It’s essential for an enterprise to work with responsible, transparent and explainable AI, which can be challenging to come by in these early days of the technology. .” Are foundation models trustworthy? But how trustworthy is that training data?

Metadata 220

Metadata Explainability Automation Explainable AI 220

Towards AI

APRIL 2, 2024

As we have discussed, there have been some signs of open-source AI (and AI startups) struggling to compete with the largest LLMs at closed-source AI companies. This is driven by the need to eventually monetize to fund the increasingly huge LLM training costs. This would be its 5th generation AI training cluster.

LLM 103

LLM OpenAI Explainable AI AI 103

The MLOps Blog

FEBRUARY 27, 2025

They guide the LLM to generate text in a specific tone, style, or adhering to a logical reasoning pattern, etc. For example, an LLM trained on predominantly European data might overrepresent those perspectives, unintentionally narrowing the scope of information or viewpoints it offers. Lets see how to use them in a simple example.

LLM 64

LLM Large Language Models Explainability Machine Learning 64

Unite.AI

SEPTEMBER 20, 2024

The financial market, known for its complexity and rapid changes, greatly benefits from AI's capability to process vast amounts of data and provide clear, actionable insights. Palmyra-Fin , a domain-specific Large Language Model (LLM) , can potentially lead this transformation. Sonnet in the financial domain.

Machine Learning 130

Machine Learning Large Language Models NLP Deep Learning 130

Towards AI

FEBRUARY 22, 2024

What’s AI Weekly Louis-François Bouchard has compiled LLM resources as a complete guide to starting and improving your LLM skills in 2024 without an advanced background in the field. Mh_aghajany is looking for fellow learners to explore Machine Learning, Deep Learning, and LLM. More details in this iteration!

Large Language Models 111

Large Language Models Explainability AI AI 111

ODSC - Open Data Science

DECEMBER 7, 2023

The Importance of Implementing Explainable AI in Healthcare Explainable AI might be the solution everyone needs to develop a healthier, more trusting relationship with technology while expediting essential medical care in a highly demanding world. Here are the 5 must-have layers to drive data product adoption at scale.

Data Scientist 98

Data Scientist Explainable AI Data Science Python 98

IBM Journey to AI blog

JULY 17, 2023

is a studio to train, validate, tune and deploy machine learning (ML) and foundation models for Generative AI. Watsonx.data allows scaling of AI workloads using customer data. Watsonx.governance is providing an end-to-end solution to enable responsible, transparent and explainable AI workflows. Watsonx.ai

Generative AI 171

Generative AI Auto-complete Automation AI 171

IBM Journey to AI blog

AUGUST 12, 2024

By leveraging LLMs, institutions can automate the analysis of complex datasets, generate insights for decision-making, and enhance the accuracy and speed of compliance-related tasks. These use cases demonstrate the potential of AI to transform financial services, driving efficiency and innovation across the sector.

Automation 159

Automation Generative AI AI AI 159

ODSC - Open Data Science

OCTOBER 10, 2024

The Evolving LLM Landscape: 8 Key Trends to Watch By looking at sessions as part of the LLM track at ODSC West, we get a pretty good understanding of where the field is going. Here are 8 trends that show what’s big in LLMs right now, and what to expect next.

LLM 40

LLM Data Science Machine Learning Explainability 40

Unite.AI

OCTOBER 25, 2024

A key component is the Enterprise Workbench , an industry- and LLM-agnostic tool that eliminates AI “hallucinations” by providing a controlled environment for developing contextual solutions on platforms like Mithril and Dexter. Explainability & Transparency: The company develops localized and explainable AI systems.

Automation 147

Automation Explainability Responsible AI AI Automation 147

ODSC - Open Data Science

OCTOBER 24, 2023

Indeed, the whole technique epitomizes explainable AI. Figure 1: Synthetic data (left) versus real (right), Telecom dataset The main hyperparameter vector specifies the number of quantile intervals to use for each feature (one per feature). It is easy to fine-tune, allowing for auto-tuning.

Categorization 98

Categorization Data Science Neural Network Algorithm 98

AWS Machine Learning Blog

NOVEMBER 15, 2024

When you ask the model to explain the process it used to generate the output, the model has to identify different the steps taken and information used, thereby reducing hallucination itself. To learn more about CoT and other prompt engineering techniques for Amazon Bedrock LLMs, see General guidelines for Amazon Bedrock LLM users.

Responsible AI 110

Responsible AI Prompt Engineering Prompt Engineer AI 110

NVIDIA

DECEMBER 13, 2023

Federal Trade Commission called out concerns for the use of LLMs and other technology to simulate human behavior for deep fake videos and voice clones applied in imposter scams and financial fraud. How Is Generative AI Tackling Misuse and Fraud Detection? Fraud review has a powerful new tool.

Explainability 112

Explainability Neural Network Computer Vision Generative AI 112

ODSC - Open Data Science

SEPTEMBER 26, 2024

Using AI to Detect Anomalies in Robotics at the Edge Integrating AI-driven anomaly detection for edge robotics can transform countless industries by enhancing operational efficiency and improving safety. Where do explainable AI models come into play?

Robotics 52

Robotics Data Science Large Language Models Explainable AI 52

ODSC - Open Data Science

FEBRUARY 25, 2025

Whats Next in AI TrackExplore the Cutting-Edge Stay ahead of the curve with insights into the future of AI. MLOps & LLMOps TrackOperationalizing AI atScale Productionizing machine learning and large language models requires specialized tools and processes.

Data Scientist 52

Data Scientist Machine Learning Large Language Models ML Engineer 52

Snorkel AI

MARCH 19, 2024

Vertex AI provides a suite of tools and services that cater to the entire AI lifecycle, from data preparation to model deployment and monitoring. Its focus on reliability ensures that AI systems perform as expected, mitigating potential risks and fostering trust in AI-powered solutions. Book a demo today.

Data Scientist 52

Data Scientist LLM Chatbots AI 52

Snorkel AI

MARCH 19, 2024

Vertex AI provides a suite of tools and services that cater to the entire AI lifecycle, from data preparation to model deployment and monitoring. Its focus on reliability ensures that AI systems perform as expected, mitigating potential risks and fostering trust in AI-powered solutions.

Data Scientist 52

Data Scientist Chatbots AI AI 52

Bugra Akyildiz

MAY 25, 2024

Explainable AI: For complex models like deep neural networks, ChatGPT could provide explanations for model predictions, identify the most influential features, and surface potential biases or fairness issues. This algorithm was popularized for LLMs by the GPT-2 paper and the associated GPT-2 code release from OpenAI.

ChatGPT 59

ChatGPT Machine Learning Data Analysis OpenAI 59

The MLOps Blog

JUNE 27, 2023

Fiddler AI Fiddler AI is a model monitoring and explainable AI platform that helps data scientists and machine learning engineers understand how their models work. LLM training configurations. Guardrails: – Does pydantic-style validation of LLM outputs. recovery from node failures).

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

Unite.AI

MARCH 5, 2025

He currently serves as the Chief Executive Officer of Carrington Labs , a leading provider of explainable AI-powered credit risk scoring and lending solutions. The key is knowing how to do it correctlyif you just throw a bunch of stuff at an LLM, you'll get a giant mess and blow through your budget.

Explainability 147

Explainability Big Data AI Modeling Automation 147

ODSC - Open Data Science

OCTOBER 3, 2024

Orchestrating LLM AI Agents with CrewAI Alessandro Romano | Senior Data Scientist | Kuehne Nagel This talk will explore the integration of Large Language Models using CrewAI, an open-source software platform designed for orchestrating multiple AI agents.

Large Language Models 40

Large Language Models Machine Learning Data Scientist LLM 40

IBM Journey to AI blog

FEBRUARY 9, 2024

They make AI more explainable: the larger the model, the more difficult it is to pinpoint how and where it makes important decisions. Explainable AI is essential to understanding, improving and trusting the output of AI systems.

AI 298

AI AI Generative AI Artificial Intelligence 298