Wed.Jul 03, 2024

article thumbnail

Data Crime: A Motorcycle Is Not a Honda Civic

TDAN

I call it a “data crime” when someone is abusing or misusing data. When we understand these stories and their implications, it can help us learn from the mistakes and prevent future data crimes. The stories can also be helpful if you must explain the importance of data management to someone.

article thumbnail

Finetuning Phi-Medium to Generate Cypher Query from Text

Analytics Vidhya

Introduction The rise of Retrieval-Augmented Generation (RAG) and Knowledge Graphs has revolutionized how we interact with complex data sets by providing a structured, interconnected representation of information. Knowledge Graphs, such as those used in Neo4j, facilitate the querying and visualization of relationships within data. However, translating natural language into structured query languages like Cypher remains […] The post Finetuning Phi-Medium to Generate Cypher Query from Text a

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

4 essential lessons in AI governance

CIO Business Intelligence

Austin-based software company Planview began using gen AI to boost productivity around 18 months ago. During that same period, they started integrating gen AI into their products, building a copilot that users interact with to do strategic portfolio management and value stream management. The copilot creates plan scenarios to help managers hit product release goals, and suggests ways to move deliverables around on roadmaps, share work between teams, and reallocate investment.

Risk 128
article thumbnail

What is Grant Command in SQL?

Analytics Vidhya

Introduction When working with databases, one of the most important things to manage is who can do what within your database. Structured Query Language (SQL) has a function to help you with this. The SQL GRANT command lets you assign specific permissions to different users. This allows you to control how they interact with the […] The post What is Grant Command in SQL?

article thumbnail

Provide Real Value in your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

article thumbnail

Scaling gen AI right takes a certain kind of CIO. Are you one of them?

CIO Business Intelligence

According to McKinsey , only 15% of companies say that gen AI is bringing meaningful bottom-line impact. The more typical experience is to experiment within the classic “tech looking for a solution” trap. CIOs are on the front lines to turn gen AI’s enormous potential into actual value creation. To do so, they can choose one of three approaches. “Takers” use off-the-shelf, gen AI–powered software from third-party vendors.

Modeling 107
article thumbnail

Role of Fully Convolutional Networks in Semantic Segmentation

Analytics Vidhya

Introduction Semantic segmentation, categorizing images pixel-by-pixel into specified groups, is a crucial problem in computer vision. Fully Convolutional Networks (FCNs) were first introduced in a seminal publication by Trevor Darrell, Evan Shelhamer, and Jonathan Long in 2015. This ground-breaking method completely changed the field by providing end-to-end training for semantic segmentation tasks, doing away with […] The post Role of Fully Convolutional Networks in Semantic Segmentation

Analytics 272

More Trending

article thumbnail

What are the SQL Alternate Keys?

Analytics Vidhya

Introduction Keys are an important part of SQL, and the primary, foreign, and candidate keys hold a significant value. The alternate key holds are crucial, yet we often overlook their importance. They are used to design our database, Ensure the integrity of our data, and create an efficient way to retrieve records. Intriguing right? Further in […] The post What are the SQL Alternate Keys?

Analytics 255
article thumbnail

Paradores implementa una herramienta de gestión hotelera mejorando así la toma de decisiones

CIO Business Intelligence

Paradores pone el foco en la digitalización de sus operaciones de negocio con una nueva herramienta de gestión hotelera. La cadena turística pública, con casi un centenar de establecimientos repartidos a lo largo y ancho de la geografía española, ha firmado un acuerdo con Minsait, la división tecnológica de Indra, para implantar una plataforma de gestión tecnológica.

article thumbnail

How to Find the Best Multilingual Embedding Model for Your RAG?

Analytics Vidhya

Introduction In the era of global communication, developing effective multilingual AI systems has become increasingly important. Robust multilingual embedding models are highly beneficial for Retrieval Augmented Generation (RAG) systems, which leverage the strength of big language models with external knowledge retrieval. This guide will help you choose the ideal multilingual embedding model for your RAG […] The post How to Find the Best Multilingual Embedding Model for Your RAG?

Modeling 240
article thumbnail

How to Manage Files and Directories in Bash

KDnuggets

Bash, the Bourne-Again Shell, is commonly used in Unix-based systems like Linux and macOS and provides myriad tools for managing files and directories.

article thumbnail

Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

article thumbnail

VMware licensing and pricing hikes: What options do you have?

CIO Business Intelligence

The stories abound about pricing increases following Broadcom’s acquisition of VMware in late 2023. A VMware licensing cost increase of 150%. An increase of 300%. How about an increase of 500%? For many VMware customers, the licensing model and price changes were abrupt. Other customers have time — until the end of their current contracts — to explore their options.

Testing 80
article thumbnail

Duck, Duck, Code: An Introduction to Python’s Duck Typing

KDnuggets

Explore the simplicity and flexibility of duck typing in Python — where code adapts based on behavior, not rigid types!

99
article thumbnail

Download the IT Modernization Enterprise Spotlight

CIO Business Intelligence

Businesses are under constant change as they evolve to meet new customer and commercial needs. That means they must constantly modernize the IT systems that power their business, bringing in.

IT 71
article thumbnail

Is Data Science Still Worth It In 2024?

KDnuggets

Should I bother pursuing a career in data science in 2024?

article thumbnail

Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

article thumbnail

La administración digital madura a un ritmo constante en el Viejo Continente

CIO Business Intelligence

La administración digital parece consolidarse en la eurozona según el último informe publicado por la Comisión Europea. Así lo constata el digno sucesor del Índice de Economía y Sociedad Digitales (DESI), dedicado a medir la transformación digital de los Veintisiete, en su segunda edición. Y es que según reza el pliego, los gobiernos digitales europeos han progresado de forma constante en la prestación de servicios públicos en línea, aunque todavía hay “margen de mejora” , especialmente en lo re

article thumbnail

Data Professional Introspective: The Data Management Education Program (Part 2)

TDAN

In my work with the EDM Council’s Data Management Capability Assessment Model (DCAM) 3.0 development group, we are adding a capability that has remained under the radar in our industry, that is, the responsibility of the Data Management Program to determine concept and knowledge gaps within its staff resources.

article thumbnail

Diez formas en que la IA contribuye a productivizar las TI

CIO Business Intelligence

Cuando se trata de maximizar la productividad, los responsables de TI pueden recurrir a toda una serie de estímulos, como pausas regulares, aperitivos y bebidas gratis, mejoras en el espacio de trabajo, miniconcursos, etcétera. Sin embargo, ahora existe otr a herramienta de vanguardia que puede estimular significativamente tanto la productividad como la innovación de los equipos: la inteligencia artificial (IA).

article thumbnail

Artificial vs. Augmented Intelligence

TDAN

Terms like artificial intelligence (AI) and augmented intelligence are often used interchangeably. However, they represent fundamentally different approaches to utilizing technology, especially when it comes to data governance. Understanding these differences is crucial for organizations looking to implement non-invasive and effective data governance frameworks.

article thumbnail

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

article thumbnail

What is One-shot Prompting?

Analytics Vidhya

Introduction In the evolving field of machine learning, generating accurate responses with minimal data is crucial. One-shot prompting is a powerful strategy that enables AI models to perform specific tasks by providing just a single example or template. This approach is especially beneficial when the undertaking calls for a few degrees of guidance or a […] The post What is One-shot Prompting?

article thumbnail

Data Security in the Age of Cloud Computing

TDAN

Once reliant on the limitations of physical hardware, businesses today have the ability to access and expand a virtual pool of cloud-based network services as needed.

article thumbnail

The Book Look: AI Governance

TDAN

Technics Publications has started publishing a line of Data-Driven AI books, and one of the first books in this series is “AI Governance” by Dr. Darryl J Carlton.