This site uses cookies to improve your experience. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country, we will assume you are from the United States. Select your Cookie Settings or view our Privacy Policy and Terms of Use.
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Used for the proper function of the website
Used for monitoring website traffic and interactions
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Strictly Necessary: Used for the proper function of the website
Performance/Analytics: Used for monitoring website traffic and interactions
Why Data Quality Dimensions Fall Flat : Data Quality Coffee With Uncle Chip #2 In this playful yet pointed talk, Data Quality Coffee With Uncle Chip’ kicks things off by poking fun at the overcomplicated world of data quality dimensions. With so many dimensions and no consensus on definitions, vague terms like “accuracy” and “validity” just blur together.
Summary Introduction Generative AI (GenAI) has evolved from experimental research to enterprise-grade applications in record time. The rise of tools like ChatGPT, AI-powered copilots, and custom AI agents across industries, has led to the emergence of a bunch of new roles and teams in organizations. One such booming new career path is that of a […] The post Generative AI Data Scientist: A Booming New Job Role appeared first on Analytics Vidhya.
Artificial intelligence has great potential in predicting outcomes. While AI can predict the likelihood of precipitation, it most likely wont help you dress or prepare for inclement weather. That preparation involves more than the probability of rain or snow. Humans make extremely subtle judgment calls on what to wear based on their preferences, intuition, or life experiences.
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Welcome to the Data Quality Coffee Series with Uncle Chip Pull up a chair, pour yourself a fresh cup, and get ready to talk shopbecause its time for Data Quality Coffee with Uncle Chip. This video series is where decades of data experience meet real-world challenges, a dash of humor, and zero fluff. Uncle Chipaka Charles Bloche of DataKitchenhas spent his career deep in the trenches of data engineering, wrangling pipelines, building platforms, and navigating the all-too-familiar chaos of data qu
Following Metas lead, OpenAI has dropped not one, but three powerful new models. Meet the GPT4.1 series, featuring GPT4.1, GPT4.1 mini, and GPT4.1 nano. These models are a major leap forward in AIs ability to understand, generate, and interact in real-world applications. Though available only via API, these models are built for practical performance: faster […] The post All About Open AIs Latest GPT 4.1 Family appeared first on Analytics Vidhya.
Following Metas lead, OpenAI has dropped not one, but three powerful new models. Meet the GPT4.1 series, featuring GPT4.1, GPT4.1 mini, and GPT4.1 nano. These models are a major leap forward in AIs ability to understand, generate, and interact in real-world applications. Though available only via API, these models are built for practical performance: faster […] The post All About Open AIs Latest GPT 4.1 Family appeared first on Analytics Vidhya.
Welcome to the Data Quality Coffee Series with Uncle Chip Pull up a chair, pour yourself a fresh cup, and get ready to talk shopbecause its time for Data Quality Coffee with Uncle Chip. This video series is where decades of data experience meet real-world challenges, a dash of humor, and zero fluff. Uncle Chipaka Charles Bloche of DataKitchenhas spent his career deep in the trenches of data engineering, wrangling pipelines, building platforms, and navigating the all-too-familiar chaos of data qu
Cross entropy loss stands as one of the cornerstone metrics in evaluating language models, serving as both a training objective and an evaluation metric. In this comprehensive guide, we’ll explore what cross entropy loss is, how it works specifically in the context of large language models (LLMs), and why it matters so much for understanding […] The post Cross Entropy Loss in Language Model Evaluation appeared first on Analytics Vidhya.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Wondering what it really takes to make AI agents work? In a recent webinar, Chad Covin (Senior Technical Specialist) and Dmitri Ryssev (Principal Solutions Architect) cut through the hype to reveal the essential infrastructure organizations need to implement AI successfully.
Discover how automation in FP&A software improves accuracy, saves time, and transforms financial planning. Unlock faster reporting and smarter forecasting with PARIS Technologies.
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Scaling AI inside a large organization isnt just about technology its about people, processes, and strategy. At Everyday AI Boston , John Irvin , Chief Data Officer for Deloitte Technology, shared an inside look at Deloittes AI journey with Dataiku, detailing how they democratized data science and tackled real-world challenges.
Speaker: Claire Grosjean, Global Finance & Operations Executive
Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.
Amazon SageMaker Lakehouse is a unified, open, and secure data lakehouse that now seamlessly integrates with Amazon S3 Tables , the first cloud object store with built-in Apache Iceberg support. With this integration, SageMaker Lakehouse provides unified access to S3 Tables, general purpose Amazon S3 buckets, Amazon Redshift data warehouses, and data sources such as Amazon DynamoDB or PostgreSQL.
Every time you visit a doctor, your health information is recorded, stored, and hopefully secured. But who actually owns that data and what stops it from being used in ways you never agreed to?
Thank you for giving your time to participatein "Observability for AI Innovation Adoption Trends, Requirements and Best Practices" Thanks to you and many
AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.
For some, the concept of a transformation function evokes little more than a program management office. We dont subscribe to that view. To us, a transformation function is the difference between an organization that works in silos to make efficiency improvements and one that moves as a unit toward a measurable visiondelivering a unified, intelligent experience that drives outsized outcomes.
The world of AI and Large Language Models (LLMs) moves quickly. Integrating external tools and real-time data is vital for building truly powerful applications. The Model Context Protocol (MCP) offers a standard way to bridge this gap. This guide provides a clear, beginner-friendly walkthrough for creating an MCP client server using LangChain. Understanding the MCP […] The post How to Create an MCP Client Server Using LangChain appeared first on Analytics Vidhya.
A New, More Effective Approach To Data Quality Assessments In DataKitchens recent webinar, CEO Christopher Bergh offered a compelling new approach to a timeless problem: how do we improve data quality in organizations where no one truly owns it, everyone needs it, and no one has the authority to enforce change? With clarity and a bit of dry humor, Bergh laid out the uncomfortable truth that improving data quality is less about perfect metrics and more about influence, agility, and a bit of perso
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
As far as many C-suite business and IT executives are concerned, their company data is in great shape, capable of fueling data-driven decision-making and delivering AI-powered solutions. But the closer an IT leader is to that data, the less confidence they have in its quality, according to a recent survey from IT consulting firm Softserve, which found that nearly half of C-level execs at large enterprises, including C-level IT leaders, believe their organizations data is fully mature, while just
Google has launched Google Veo 2, its most advanced generative video model yet. Designed to turn detailed text prompts into cinematic-quality videos, Google Veo 2 creates lifelike motion, natural physics, and visually rich scenes across a range of styles. Currently, Google Veo 2 is available only to users in the United States, aged 18 and […] The post 3 Ways to Access Google Veo 2 appeared first on Analytics Vidhya.
Data Quality When You Dont Understand the Data : Data Quality Coffee With Uncle Chip #3 Lets be honestdata quality feels impossible when you dont understand the data. And in large organizations, thats not a rare problem. Its the norm. Ive seen it firsthand: massive data estates maintained by teams who dont know what the numbers, strings, or categories in their tables really mean.
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
We organize all of the trending information in your field so you don't have to. Join 42,000+ users and stay up to date on the latest articles your peers are reading.
You know about us, now we want to get to know you!
Let's personalize your content
Let's get even more personalized
We recognize your account from another site in our network, please click 'Send Email' below to continue with verifying your account and setting a password.
Let's personalize your content