Analytics Vidhya

NOVEMBER 25, 2024

GraphRAG adopts a more structured and hierarchical method to Retrieval Augmented Generation (RAG), distinguishing itself from traditional RAG approaches that rely on basic semantic searches of unorganized text snippets. The process begins by converting raw text into a knowledge graph, organizing the data into a community structure, and summarizing these groupings.

Analytics 290

Analytics 290

CIO Business Intelligence

NOVEMBER 25, 2024

When it comes to AI, the secret to its success isn’t just in the sophistication of the algorithms — it’s in the quality of the data that powers them. AI has the potential to transform industries, but without reliable, relevant, and high-quality data, even the most advanced models will fall short. Organizations must prioritize strong data foundations to ensure that their AI systems are producing trustworthy, actionable insights.

Data Quality 99

Data Quality ROI Interactive Modeling 99

Analytics Vidhya

NOVEMBER 25, 2024

Ever wished you had a personal tutor to help you solve tricky math problems? In this article, we’ll explore how to build a math problem solver chat app using LangChain, Gemma 9b, Llama 3.2 Vision and Streamlit. Our app will not only understand and solve text-based math problems but also able to solve image-based questions. […] The post Guide to Build a Math Problem Solver Chat App with LangChain appeared first on Analytics Vidhya.

Analytics 208

Analytics 208

CIO Business Intelligence

NOVEMBER 25, 2024

Innovators have the unique ability to see what’s possible, bringing together in new ways, acclimating to change and thriving within it, and creating true transformation. Few people are true innovators, but it’s those characteristics that make an innovator worthy of the title “Outlier.” Jason Peoples is one of those rare people. Trace3 recently awarded Peoples its highest honor, the Outlier Award.

Machine Learning 98

Machine Learning Technology Risk Marketing 98

Advertiser: ZoomInfo

ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!

Reporting

Analytics Vidhya

NOVEMBER 25, 2024

The normal distribution, also known as the Gaussian distribution, is one of the most widely used probability distributions in statistics and machine learning. Understanding its core properties, mean and variance, is important for interpreting data and modelling real-world phenomena. In this article, we will dig into the concepts of mean and variance as they relate […] The post What are Mean and Variance of the Normal Distribution?

Statistics 204

Statistics Machine Learning Modeling Analytics 204

KDnuggets

NOVEMBER 25, 2024

Learn how to build a data science app with Python, using Scikit-Learn and FastAPI, one step at a time.

Data Science 135

Data Science 135

KDnuggets

NOVEMBER 25, 2024

Here’s what it takes to become a successful data scientist in 2024.

IT 127

IT 127

Analytics Vidhya

NOVEMBER 25, 2024

In this Leading with Data episode, Eleni Verteouri, AI Tech Lead and Director at UBS, shares her invaluable insights on the transformative journey of AI in finance. With over a decade of experience in model development and a prestigious Forbes Cyprus 20 Women in Tech Award 2024 recognition, Eleni has been at the forefront of […] The post AI’s Role in Finance: A Conversation with Eleni Verteouri appeared first on Analytics Vidhya.

Finance 208

Finance Modeling Analytics 208

KDnuggets

NOVEMBER 25, 2024

Building data pipelines is a very important skill that you should learn as a data engineer. A data pipeline is just a series of procedures that transport data from one location to another, frequently changing it along the way.

IT 122

IT 122

Analytics Vidhya

NOVEMBER 25, 2024

In this Leading with Data session, we are joined by Bob Van Luijt, CEO of Weaviate. Together, we explore the shift to AI-native applications, the importance of open-source communities, and advancements in AI databases. Discover how Weaviate drives innovation, the role of generative feedback loops, and tips for building impactful AI projects in today’s dynamic […] The post From Traditional to AI-Native: The Next Era of Applications & Databases appeared first on Analytics Vidhya.

Analytics 208

Analytics 208

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

Testing

Dataiku

NOVEMBER 25, 2024

Everything changed in October of 2023. Prior to October of that year, Generative AI (GenAI) had already been creating steady waves across all industries, altering the way and speed at which work was produced. However, that autumn, OpenAI natively included their image generation model, DALL-E 2, into ChatGPT. This integration brought the idea of visual GenAI image creation into the mainstream.

Visualization 52

Visualization Modeling IT 52

BI-Survey

NOVEMBER 25, 2024

Thank you for giving your time to participate in Optimizing Your Architecture for AI Innovations.

Optimization 40

Optimization 40

Analytics Vidhya

NOVEMBER 25, 2024

The artificial intelligence landscape is evolving with two competing approaches in language models. On one hand, Large Language Models (LLMs) like GPT-4 and Claude, trained on extensive datasets, are handling increasingly complex tasks each day. On the other side, Small Language Models (SLMs) are emerging, providing efficient solutions while still delivering commendable performance.

Modeling 201

Modeling Analytics 201

CIO Business Intelligence

NOVEMBER 25, 2024

When it embarked on an ERP modernization project, the second time proved to be the charm for Allegis Corp., which performed two ERP deployments in seven years. “Two ERP deployments in seven years is not for the faint of heart,” admits Dave Shannon, CIO of the hardware distribution firm. Allegis had been using a legacy on-premises ERP system called Eclipse for about 15 years, which Shannon says met the business needs well but had limitations.

Digital Transformation 131

Digital Transformation Data Warehouse Data Governance Enterprise 131

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Strategy

Depict Data Studio

NOVEMBER 25, 2024

Are you presenting online? Are you sharing the replays with attendees? Captions increase the accessibility of our recordings, making it easier for attendees with hearing issues, audio/tech glitches, and non-English speakers to follow our ideas. In this lesson, you’ll learn about embedded captions with Sue Griffey. ( Embedded captions means that the captions are “stuck” or “burned” inside the video file itself, not as an extra button that viewers have to remember to

Measurement 40

Measurement IT Management 40

CIO Business Intelligence

NOVEMBER 25, 2024

Macy’s on Monday reported that it needed to delay its earnings announcement, itself a stunning move that public companies try to never make, because a lone employee manipulated the retailer’s accounting systems for three years, hiding as much as $154 million. Macy’s announced , “a single employee with responsibility for small package delivery expense accounting intentionally made erroneous accounting accrual entries to hide approximately $132 to $154 million of cumulative delivery expenses from

Consulting 131

Consulting Reporting Software Enterprise 131

Jet Global

NOVEMBER 25, 2024

If the operating theme for finance teams in 2024 was “automate workflows and optimize costs to drive value,” then the operating theme for 2025 is shaping up to be, “stay the course.” While inflation did recede in 2024, it did so much more slowly than hoped, leading to fewer interest rate cuts than expected and slower economic growth than desired. Add in continuing geopolitical instability, and it’s easy to see why operating plans for 2025 are unlikely to look significantly different from 2024 pl

Reporting 52

Reporting Finance Dashboards Cost-Benefit 52

CIO Business Intelligence

NOVEMBER 25, 2024

En el año 1900, justo cuando comenzaba el siglo XX, la esperanza de vida en España era de 35 años. Esto era así por la elevada mortalidad infantil. Si conseguías sobrevivir a los primeros cinco años de vida, entonces podías llegar a los 50 años. Un siglo después, en el 2000, la esperanza de vida era de 78 años, y hoy se sitúa en 82, lo que convierte a nuestro país en uno de los más “longevos” del mundo.

Technology 126

Technology 126

Advertiser: ZoomInfo

Sales and marketing leaders have reached a tipping point when it comes to using intent data — and they’re not looking back. More than half of all B2B marketers are already using intent data to increase sales, and Gartner predicts this figure will grow to 70 percent. The reason is clear: intent can provide you with massive amounts of data that reveal sales opportunities earlier than ever before.

Sales

CIO Business Intelligence

NOVEMBER 25, 2024

When I started at Novanta about five years ago, my first mission was to bring scalability to our Enterprise solutions, as well as developing a digital roadmap to modernize the technology footprint, reduce technical debt, and explore strategies to ensure that we’re growing at scale. Novanta is a leading global supplier of core technology solutions that give medical and advanced industrial original equipment manufacturers a competitive advantage.

Digital Transformation 122

Digital Transformation Sales Manufacturing Risk 122

CIO Business Intelligence

NOVEMBER 25, 2024

A job listing advertisement on a digital platform costs next to nothing, but the intelligence it can provide a company — even without any intent to fill the position — can be significant. A job listing alone can help a company build a potential talent base to draw on for the future, enable it to investigate market trends, or draw attention to the company as one experiencing growth.

Advertising 116

Advertising Publishing Testing Marketing 116

CIO Business Intelligence

NOVEMBER 25, 2024

Elon Musk revolutionized products in the auto industry. No one brand since the Model T and Henry Ford has had such a profound impact on design thinking, efficiency, and innovation all running in parallel. Tesla cars can be updated 40 times more frequently than the giants in the industry. He’s done the same in space. Who thought commercial and national space programs could be brought together in such a way?

Digital Transformation 115

Digital Transformation Unstructured Data Cost-Benefit Data Architecture 115

CIO Business Intelligence

NOVEMBER 25, 2024

Hace ya unos meses que BBVA, la entidad financiera española con más de 167 años de historia a sus espaldas, está sentando las bases para afrontar el gran reto que supone la aplicación de la inteligencia artificial (IA) generativa al sector bancario. En concreto, según han dado a conocer desde la organización, los movimientos de la institución financiera están orientados al desarrollo y la implantación de una IA generativa segura y responsable que les permita impulsar la eficiencia e innovación d

Enterprise 111

Enterprise Visualization 111

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Data-driven

CIO Business Intelligence

NOVEMBER 25, 2024

Imagínese una experiencia paperless en los aeropuertos, donde la fricción se reduzca considerablemente y la experiencia del viajero relegue al pasado el estrés y la tensión. Esto ya es una realidad gracias a la alianza suscrita entre la compañía española especializada en verificación digital, Facephi, y la Asociación Internacional de Transporte Aéreo (IATA, por sus siglas en inglés).

Technology 111

Technology 111

CIO Business Intelligence

NOVEMBER 25, 2024

En nuestro cambiante mundo digital, es esencial sincronizar las estrategias de TI con los objetivos empresariales para lograr un éxito duradero. La tecnología ha pasado de ser una función administrativa a un factor clave para el crecimiento empresarial, la innovación y la ventaja competitiva. Independientemente de si Peter Drucker dijo o no que “la cultura se come a la estrategia en el desayuno”, el sentimiento sigue siendo particularmente relevante en TI, donde la colaboración constructiva en

KPI 110

KPI ROI Modeling IT 110

CIO Business Intelligence

NOVEMBER 25, 2024

Capgemini ha anunciado formalmente la expansión global de su Intelligent App Factory en Azure , que unirá a Mistral AI y Microsoft con el fin de acelerar la adopción de tecnologías de inteligencia artificial (IA) generativa. De la mano, las tres organizaciones están cooperando para abordar las necesidades específicas de las empresas que requieren implementaciones muy personalizadas, incluidas las industrias altamente reguladas.

Enterprise 104

Enterprise 104

CIO Business Intelligence

NOVEMBER 25, 2024

El camino que tienen por delante los líderes de TI para convertir la promesa de la inteligencia artificial (IA) generativa en valor comercial sigue siendo empinado y desalentador , pero los componentes clave de la hoja de ruta de la IA generativa (datos, plataforma y habilidades) están evolucionando y definiéndose mejor. Esa fue la conclusión clave del panel Qué viene después para IA generativa en las empresas que tuvo lugar en el marco del evento Big.AI@MIT , moderado por Lan Guan, CAIO en Ac

ROI 98

ROI Software Sales Technology 98

Advertiser: ZoomInfo

In this exploration, we're diving into predictions about the future of sales. We're talking about a complete shake-up powered by automation and artificial intelligence (AI). These aren't just fancy tools — they're real game-changers. Automation and AI are here to redefine every interaction, making them smarter, faster, and more meaningful. From personalized customer journeys to streamlined sales processes, the goal is to make every moment count, enhancing both efficiency and connection.

Sales

CIO Business Intelligence

NOVEMBER 25, 2024

Era il novembre del 2021 quando l’Unesco annunciava l’adozione del primo testo mondiale sull’etica dell’ intelligenza artificiale , ratificato dai 193 Paesi membri dell’organizzazione delle Nazioni Unite. Le tecnologie dell’AI “possono rendere grandi servizi all’umanità” e “tutti i Paesi possono beneficiarne”, ma “sollevano anche preoccupazioni etiche di fondo”, recitava il testo, raccomandando uno sviluppo e un uso dell’AI fondato sui valori di “rispetto, protezione e promozione dei diritti del

Risk 52

Risk Strategy Digital Transformation Risk Management 52