ODSC - Open Data Science

FEBRUARY 12, 2024

You can even use generative AI to supplement your data sets with synthetic data for privacy or accuracy. However, AI can feature prejudices of its own, even increasing human bias in some cases as people use biased models. Removing identifiers in training data that may produce bias is a good start.

Data Science 98

Data Science Automation Explainability Data Scientist 98

John Snow Labs

FEBRUARY 12, 2025

John Snow Labs Medical Language Models library is the most widely used language processing library by practitioners in the healthcare space (Gradient Flow, The NLP Industry Survey 2022 and the Generative AI in Healthcare Survey 2024 ). Please see here for all models, including LLMs and SLMs, offered by John Snow Labs.

Large Language Models 52

Large Language Models NLP Natural Language Processing LLM 52

ODSC - Open Data Science

MAY 10, 2023

Unfortunately, even the data science industry — which should recognize tabular data’s true value — often underestimates its relevance in AI. Many mistakenly equate tabular data with business intelligence rather than AI, leading to a dismissive attitude toward its sophistication.

Data Scientist 87

Data Scientist Data Science Deep Learning Algorithm 87

ODSC - Open Data Science

FEBRUARY 13, 2025

Build a Data Analyst AI Agent fromScratch Daniel Herrera, Principal Developer Advocate atTeradata Daniel Herrera guided attendees through the process of building a data analyst AI agent from the ground up.

Large Language Models 52

Large Language Models AI AI Automation 52

Unite.AI

JANUARY 25, 2024

Prompt engineering revolves around the art and science of crafting effective prompts to elicit desired responses from AI models, especially large language models like GPT. This surge in interest underscores the growing recognition of the nuanced skill required to interact efficiently with advanced AI systems.

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Prompt Engineer Prompt Engineering NLP Generative AI 182

Marktechpost

JULY 3, 2023

Artificial Intelligence systems can process and analyze vast amounts of data, identify patterns, and generate insights that drive decision-making and automation. The preparatory expert phase can be flexibly managed by internal or external resources with data science expertise , such as the Neural Concept team.

Deep Learning 125

Deep Learning Machine Learning Neural Network Artificial Intelligence 125

ODSC - Open Data Science

NOVEMBER 19, 2024

ODSC West 2024 showcased a wide range of talks and workshops from leading data science, AI, and machine learning experts. This blog highlights some of the most impactful AI slides from the world’s best data science instructors, focusing on cutting-edge advancements in AI, data modeling, and deployment strategies.

Deep Learning 52

Deep Learning Data Science Neural Network BERT 52

ODSC - Open Data Science

APRIL 6, 2023

Graph Viz: Exploring, Analyzing, and Visualizing Graphs and Networks with Gephi and ChatGPT ChatGPT can do a lot with text, but how can it help with data viz? Here, we look at how you can analyze a global AI research community using Gephi and ChatGPT. 5 Practical Business Use Cases for Large Language Models LLMs are everywhere now.

ChatGPT 52

ChatGPT Data Science Large Language Models Machine Learning 52

AWS Machine Learning Blog

OCTOBER 2, 2024

This allows enterprises to track key performance indicators (KPIs) for their generative AI models, such as I/O volumes, latency, and error rates. Opensearch Dashboards provides powerful search and analytical capabilities, allowing teams to dive deeper into generative AI model behavior, user interactions, and system-wide metrics.

Generative AI 128

Generative AI Data Ingestion AI AI 128

ODSC - Open Data Science

JUNE 1, 2023

Is an AI Coding Assistant Right For You? Whether you’re a seasoned data scientist, engineer, or just getting your feet wet in the data science field, let’s take a look at how coding assistants can help data process regardless of their skill level. Well, these libraries will give you a solid start.

ML 52

ML Data Scientist Big Data Data Science 52

DataRobot Blog

JUNE 23, 2022

Replacing these with a more accurate (and rational) AI/ML model in an existing system or process is generally straightforward, because there is a context and environment in which the new model can succeed. DATAROBOT AI CLOUD. Decision Intelligence Flows. Too often the new model fails the “so what” test.

AI 59

AI AI Data Science AI Modeling 59

ODSC - Open Data Science

APRIL 27, 2023

Although it doesn’t come from the real world, it is a good enough reflection of real-world data to be as effective for training AI models. But what is synthetic data being used for? Below you’ll find just a few of synthetic data’s applications.

Machine Learning 52

Machine Learning Data Science Deep Learning Linked Data 52

ODSC - Open Data Science

MAY 4, 2023

AgentChain: Chain Together Models to Perform Complex Tasks AgentChain uses LLMs for planning and orchestrating multiple Agents or Large Models for accomplishing sophisticated tasks. Here are our picks for a few can’t-miss sessions from Keynote speakers and data science rockstars.

Large Language Models 52

Large Language Models Deep Learning Natural Language Processing Artificial Intelligence 52

ODSC - Open Data Science

MARCH 28, 2023

Organizations that are successfully building AI solutions know the value of the problems they’re trying to solve and prioritize their data science resources accordingly. This is why time to value , or the amount of time it takes to realize the worth of an AI solution, is of the highest priority to top AI builders.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Software Engineer 52

Dlabs.ai

AUGUST 31, 2021

AI & Big Data Expo Global Date: September 6-7th Place: London (virtual show runs 13th-15th Sept) Ticket: Free to 999 GBP The AI & Big Data Expo Global gives attendees a space to explore and discover new ways to implement AI and big data. Find the full schedule here.

Computer Vision 52

Computer Vision Big Data Deep Learning Data Science 52

Bugra Akyildiz

MAY 25, 2024

Articles OpenAI has announced GPT-4o , their new flagship AI model that can reason across audio, vision, and text in real-time. The blog post acknowledges that while GPT-4o represents a significant step forward, all AI models including this one have limitations in terms of biases, hallucinations, and lack of true understanding.

ChatGPT 59

ChatGPT Machine Learning Data Analysis OpenAI 59

Dlabs.ai

JULY 14, 2021

To modernize analytics Artificial intelligence aggregates data from diverse sources. Meaning companies can significantly improve the quality of their business intelligence by integrating AI and ML solutions into their debt collection process. In some cases, the algorithms extract concrete patterns from the data.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Chatbots Automation 52

Pickl AI

JUNE 6, 2024

Here’s a glimpse into how scrubbing shines in different fields: Business Intelligence (BI) Imagine making crucial business decisions based on inaccurate reports. Data scrubbing is the knight in shining armour for BI. Where is Data Scrubbing Used?

Machine Learning 40

Machine Learning Algorithm Business Intelligence Data Quality 40

Pickl AI

SEPTEMBER 10, 2024

With Power BI, users can create dynamic reports automatically update as data changes, offering deeper insights and more interactive data exploration. The integration allows for seamless data connectivity between Excel and Power BI, leveraging AI to provide comprehensive business intelligence and actionable insights.

Data Analysis 52

Data Analysis Automation Machine Learning AI Tools 52

Pickl AI

DECEMBER 5, 2024

For instance, LangChain can build pipelines that automatically scan and summarise large documents, highlight key themes, and even detect sentiment or trends within the data. These insights can then be integrated into business intelligence systems or used for reporting, providing actionable data for decision-making without manual intervention.

Chatbots 52

Chatbots BERT Natural Language Processing Automation 52

AWS Machine Learning Blog

FEBRUARY 25, 2025

This module provides a comprehensive set of tools and abstractions that streamline the process of incorporating and deploying these advanced AI models. To take advantage of the power of these language models, we use Amazon Bedrock. Diego Martn Montoro is an AI Expert and Machine Learning Engineer at Applus+ Idiada Datalab.

Chatbots 78

Chatbots Categorization LLM Algorithm 78

AWS Machine Learning Blog

NOVEMBER 19, 2024

Reserve your seat now BSI101: Reimagine business intelligence with generative AI Monday December 2 | 1:00 PM – 2:00 PM PT In this session, get an overview of the generative AI capabilities of Amazon Q in QuickSight. Leave the session inspired to bring Amazon Q Apps to supercharge your teams’ productivity engines.

ML 105

ML Generative AI AI AI 105

ODSC - Open Data Science

JANUARY 12, 2024

So let’s recap what we covered here at ODSC and other stories that we may have missed so you can stay in the know of all things AI. Subscribe to ODSC’s AI Weekly Recap newsletter here! represents a significant advancement in Multimodal Large Language Models (MLLMs). Built upon Microsoft’s Phi-2.

Large Language Models 52

Large Language Models Robotics Chatbots AI Chatbots 52

Pickl AI

DECEMBER 10, 2024

Generative AI for Data Insights Generative AI, known for its creative capabilities, transforms Data Analytics by simplifying complex narratives into actionable insights. These AI models act as virtual advisors, empowering decision-makers with nuanced interpretations of data.

Explainable AI 52

Explainable AI Explainability ETL Automation 52

AWS Machine Learning Blog

APRIL 24, 2024

RLAIF employs an AI assistant (another LLM) to provide evaluation scores, rather than from humans. In this hybrid learning approach, the learning agent refines the actions not only based on the interaction with a human but also from feedback provided by another AI model.

LLM 132

LLM AI AI Generative AI 132

Unite.AI

NOVEMBER 13, 2024

Large Language Models (LLMs) , advanced AI models capable of understanding and generating human language, are changing this domain. Today, the demand for LLMs in data analysis is so high that the industry is seeing rapid growth, with these models expected to play a significant role in business intelligence.

Large Language Models 264

Large Language Models Data Analysis AI AI 264

AWS Machine Learning Blog

FEBRUARY 10, 2025

Making credit decisions using AI can be challenging, requiring data science and portfolio teams to synthesize complex subject matter information and collaborate productively. In this example, we start with the data science or portfolio agent. However, we envision many more agents in the future.

Generative AI 106

Generative AI Data Science Data Scientist AI 106

Pickl AI

APRIL 2, 2024

Summary This blog post demystifies data science for business leaders. It explains key concepts, explores applications for business growth, and outlines steps to prepare your organization for data-driven success. Data Science Cheat Sheet for Business Leaders In today’s data-driven world, information is power.

Data Science 52

Data Science Data Scientist Machine Learning Big Data 52

Unite.AI

MAY 21, 2024

As a high-performance analytics database provider, Exasol has remained ahead of the curve when it comes to helping businesses do more with less. We help companies transform business intelligence (BI) into better insights with Exasol Espresso, our versatile query engine that plugs into existing data stacks.

Software Development 162

Software Development Business Intelligence ETL Data Quality 162

The MLOps Blog

MARCH 21, 2023

By storing all model-training-related artifacts, your data scientists will be able to run experiments and update models iteratively. Versioning Your data science team will benefit from using good MLOps practices to keep track of versioning, particularly when conducting experiments during the development stage.

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69

Unite.AI

JANUARY 7, 2025

When they eventually moved on to lead data science teams elsewhere, the remaining team was often left struggling to make sense of the dashboards they left behind, leading to significant wasted time. These frustrations inspired the vision for TigerEye: a way to make data seamless, actionable, quick and accessible.

Conversational AI 162

Conversational AI Business Intelligence Automation Large Language Models 162