Tue.Jun 18, 2024

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How to Fix ‘AI’s Original Sin’

O'Reilly on Data

Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that text as additional training data for their AI models despite terms of service that prohibit such efforts and copyright law that the Times argues places them in dispute. The Times also quoted Meta officials as saying that their models will not be able to keep up unless they follow OpenAI and Google’s lead.

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11 Ways to Merge Tables in SQL

Analytics Vidhya

Introduction Ever wonder how to get a complete picture of your company from different databases? SQL can help! Merging data from tables is like putting puzzle pieces together. This lets you analyze and report on all your information at once. In this article, we’ll explore how to use SQL queries like JOIN, UNION, etc. Overview Let’s dive […] The post 11 Ways to Merge Tables in SQL appeared first on Analytics Vidhya.

Reporting 306
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Generative AI for Farming

O'Reilly on Data

We’re planning a live virtual event later this year, and we want to hear from you. Are you using a powerful AI technology that seems like everyone ought to be using? Here’s your opportunity to show the world ! AI is too often seen as a “first world” enterprise of, by, and for the wealthy. We’re going to take a look at a Digital Green ’s Farmer.Chat , a generative AI bot that was designed to help small-scale farmers in developing countries access critical agricultural information.

Testing 240
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Gen AI Powered Data Insight Generation using LIDA 

Analytics Vidhya

Introduction This article will introduce the readers to LIDA, an open-source python library for generating detailed data visualizations and appealing infographics. We will first understand that how LIDA works and what are its core capabilities and then finally see it in action by building a Streamlit application that will enable the user to explore the […] The post Gen AI Powered Data Insight Generation using LIDA appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Generative AI’s killer enterprise app just might be ERP

CIO Business Intelligence

Enterprise resource planning (ERP) is ripe for a major makeover thanks to generative AI, as some experts see the tandem as a perfect pairing that could lead to higher profits at enterprises that combine them. The use of gen AI with ERP systems is still in its early days, but the combination is expected to provide several benefits, including helping employees create specialized ERP functionality on their own through code wizards, says Liz Herbert, a Forrester analyst and lead author of the report

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Git Reset vs Revert: When to Use Each Command?

Analytics Vidhya

Introduction In the world of version control systems, mistakes are bound to happen. Whether you accidentally reset your branch to the wrong commit or removed vital changes, Git provides a robust mechanism to recover from such scenarios. This guide delves into the intricacies of Git reset vs. revert operations, empowering you to undo unintended changes […] The post Git Reset vs Revert: When to Use Each Command?

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Machine Learning vs Neural Networks: What is the Difference?

Analytics Vidhya

Introduction This article will examine machine learning (ML) vs neural networks. Then, we will get to know the similarities and differences between them. Machine learning and Neural Networks are sometimes used synonymously. Even though neural networks are part of machine learning, they are not exactly synonymous with each other. Knowing the difference between them is […] The post Machine Learning vs Neural Networks: What is the Difference?

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The 7 sins of user support

CIO Business Intelligence

Look no further than the 2024 IT marketplace, where the best paying jobs are predominantly technical, and attributes like strong communications and soft skills are all too often deemphasized. It’s no wonder that IT professionals spend their time honing their technical skills, and then end up speaking in technical acronyms that few people understand.

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All About AI-powered Data Analysis with Vizly

Analytics Vidhya

Introduction Generative AI has been at the forefront of recent advancements in artificial intelligence. It has become a part of every major sector, from tech and healthcare to finance and entertainment, and continues transforming our work. It has enabled us to create high-quality content and perform complex tasks in minutes. Now, imagine a world where […] The post All About AI-powered Data Analysis with Vizly appeared first on Analytics Vidhya.

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Beyond AI: Building toward artificial consciousness – Part I

CIO Business Intelligence

As the race to deploy artificial intelligence (AI) hits a fever pitch across enterprises, the savviest organizations are already looking at how to achieve artificial consciousness—a pinnacle of technological and theoretical exploration. However, this undertaking requires unprecedented hardware and software capabilities, and while systems are under construction, the enterprise has a long way to go to understand the demands—and even longer before it can deploy them.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Primary Key in DBMS

Analytics Vidhya

Introduction With a focus on data integrity and effective retrieval, this article offers a thorough description of primary keys in a database management system (DBMS). It covers types of primary keys, their creation and implementation, and practical applications. The article also discusses best practices for choosing and managing primary keys, highlighting their advantages like uniqueness, […] The post Primary Key in DBMS appeared first on Analytics Vidhya.

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La salud conectada gana protagonismo en un contexto de digitalización de los servicios

CIO Business Intelligence

En el contexto acelerado de digitalización motivado por la pandemia, la salud digital ganó protagonismo en unas sociedades con unas mayores necesidades de conexión. De hecho, la mayoría (63%) de organizaciones sanitarias , tanto biofarmacéuticas como de tecnología médica, ya tiene productos de salud conectada en el mercado o en fase de desarrollo. Independientemente de la fase de desarrollo de sus productos, las organizaciones sanitarias prevén que la salud conectada contribuya a generar más de

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Is SQL a Programming Language or a Scripting Language?

Analytics Vidhya

Introduction If you’re someone who works with data, I’m sure you often use Structured Query Language (SQL). Be it in data science, database management, or backend development, SQL is an essential tool that everyone needs. Although most of us are familiar with the language, there’s often some confusion about what it really is. Is it […] The post Is SQL a Programming Language or a Scripting Language?

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Beyond AI: Building toward artificial consciousness – Part 2

CIO Business Intelligence

Beyond the hype surrounding artificial intelligence (AI) in the enterprise lies the next step—artificial consciousness. The first piece in this practical AI innovation series outlined the requirements for this technology , which delved deeply into compute power—the core capability necessary to enable artificial consciousness. This piece looks at the control and storage technologies and requirements that are not only necessary for enterprise AI deployment but also essential to achieve the state o

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Introducing AWS Glue usage profiles for flexible cost control

AWS Big Data

AWS Glue is a serverless data integration service that enables you to run extract, transform, and load (ETL) workloads on your data in a scalable and serverless manner. One of the main advantages of using a cloud platform is its flexibility; you can provision compute resources when you actually need them. However, with this ease of creating resources comes a risk of spiraling cloud costs when those resources are left unmanaged or without guardrails.

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Los 10 mayores problemas de TI en la actualidad

CIO Business Intelligence

Los CIO tienen una agenda desbordante, con numerosas cuestiones críticas y complejas que dominan su tiempo y atención. No es sorprendente que la capitalización de la inteligencia artificial (IA) encabece la lista de tareas pendientes, al igual que lidiar con las expectativas, la seguridad y la confianza adecuadas en torno a ella. Gestionar el cambio también es vital para los CIO hoy en día.

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Build multimodal search with Amazon OpenSearch Service

AWS Big Data

Multimodal search enables both text and image search capabilities, transforming how users access data through search applications. Consider building an online fashion retail store: you can enhance the users’ search experience with a visually appealing application that customers can use to not only search using text but they can also upload an image depicting a desired style and use the uploaded image alongside the input text in order to find the most relevant items for each user.

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Compliance, security, and the role of identity

CIO Business Intelligence

Every day, modern organizations are challenged with a balancing act between compliance and security. While compliance frameworks provide guidelines for protecting sensitive data and mitigating risks, security measures must adapt to evolving threats. However, the terms are often conflated, or one—usually compliance—is seen as a box to check as a means to support the other—security.

Risk 105
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Llama, Llama, Llama: 3 Simple Steps to Local RAG with Your Content

KDnuggets

Get your own local RAG system up and running in an embarrassingly few lines of code thanks to these 3 Llamas.

Modeling 118
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Telefónica Tech e IBM lanzan una solución de IA y datos en el mercado español

CIO Business Intelligence

Telefónica Tech e IBM han sellado una alianza en España para desplegar soluciones de inteligencia artificial (IA), analítica y gobierno del dato en un entorno “heterogéneo y cambiante, para poder extraer todo el valor de las mismas en los procesos de negocio”. Estas estarán unificadas e la plataforma SHARK.X, que será abierta híbrida y multicloud y especializada en gestión de datos e IA.

Software 105
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Breaking into Data Science: Essential Skills and How to Learn Them

KDnuggets

Going beyond technical skills; learn how to make a data science profile that stands out and helps you land your dream role.

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La IA generativa revolucionará el ERP

CIO Business Intelligence

Los sistemas de planificación de recursos empresariales (ERP) están a punto de dar una nueva vuelta de tuerca gracias a la IA generativa. Aunque el uso de esta última tecnología dentro del ERP aún es emergente, los expertos esperan que este tándem proporcione a las compañías y sus empleados diversos beneficios, como ayudar a los trabajadores a crear funcionalidades del ERP especializadas por su cuenta a través de asistentes de código, como afirma Liz Herbert, analista de Forrester y autora princ

Software 105
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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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Empowering Enterprise Generative AI with Flexibility: Navigating the Model Landscape

Cloudera

The world of Generative AI (GenAI) is rapidly evolving, with a wide array of models available for businesses to leverage. These models can be broadly categorized into two types: closed-source (proprietary) and open-source models. Closed-source models, such as OpenAI’s GPT-4o, Anthropic’s Claude 3, or Google’s Gemini 1.5 Pro, are developed and maintained by private and public companies.

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PortAventura World lanza Pawla, el ‘chatbot’ concebido para mejorar la experiencia en el resort

CIO Business Intelligence

PortAventura World se sube al carro de la inteligencia artificial (IA) generativa con el lanzamiento de su nueva herramienta para mejorar la experiencia del visitante y satisfacer todas sus necesidades durante su estancia en el resort. Bautizado como Pawla, se trata de un chatbot diseñado para comprender y responder a todo tipo de consultas, hacer recomendaciones y guiar a los visitantes teniendo en cuenta todas las especificidades de cada uno de los parques y servicios de PortAventura World.

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Understanding and Addressing Data Anomalies in Business!

Smarten

How Can My Business Understand and Handle Those Pesky Data Anomalies? Why guess at the cause of your business results? Whether you are seeing positive or negative results, it is still important to understand the ‘why.’ Without this information, you cannot adapt and adjust to improve declining results, OR repeat and improve those great results you are experiencing.

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Three ways AI is raising the stakes around endpoint security

CIO Business Intelligence

AI has made endpoint security even more challenging by accelerating attacks, raising the value of information at the endpoint, and making seemingly benign data highly sensitive. Read the three things you need to know. AI is supercharging attacks Generative AI is accelerating the volume and sophistication of attacks, allowing bad actors to evade traditional defenses.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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How Dataiku Turns GenAI Into Business Gold

Dataiku

The ability to leverage Generative AI (GenAI) is a crucial differentiator for businesses across all industries aiming to stay competitive or surpass their rivals. Dataiku empowers organizations to harness the full potential of GenAI in an easy, accessible way.

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Salesforce debuts gen AI benchmark for CRM

CIO Business Intelligence

Salesforce today announced a first-of-its-kind gen AI benchmark for CRM, which aims to help businesses make more informed decisions when choosing large language models (LLMs) for use with business applications. “Customers don’t just want the best model,” explains Clara Shih, CEO of Salesforce AI. “They want to make sure it’s the best model that’s compliant, fits their security standards, and doesn’t break the bank.

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How to Keep Headings in View When You Print or PDF (So Your Excel Table is Easier to Read)

Depict Data Studio

Are you printing or PDFing that Excel table? If it’s a long table, and spills onto a second page, then you’ll need to keep the table headings in view. Here’s how you can repeat a few rows at the top of each page. What’s Inside 0:00 Welcome to Dataviz On The Go 0:08 The Visual Appendices 0:22 The PDF/Print Issue, Oops!

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Evaluating sustainability with the green digital twin

CONTACT Software

On January 5, 2023, the Corporate Sustainability Reporting Directive (CSRD) came into effect – but what exactly does that mean? The European Parliament adopted this regulation as a significant step within the European Green Deal framework of 2019.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.