Mon.Jun 24, 2024

article thumbnail

10 ways to break free from AI pilot purgatory

CIO Business Intelligence

Companies pour millions into AI initiatives, only to find themselves mired in pilot purgatory — endless cycles of testing and tweaking with no tangible results. It’s not enough to start strong; you need to finish with impact. The stakes are high but AI has the potential to revolutionize industries, driving unprecedented efficiencies, innovation, and growth.

article thumbnail

Exploring Microsoft’s UDOP: Integrated DocumentAI

Analytics Vidhya

Introduction Microsoft Research has introduced a groundbreaking Document AI model called Universal Document Processing (UDOP), which represents a significant leap in AI capabilities. UDOP integrates text, image, and layout analysis in a single framework, enabling the understanding and generation of documents with unprecedented accuracy and efficiency.

Modeling 311
Insiders

Sign Up for our Newsletter

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

article thumbnail

Data center design in the age of AI: Integrating AI with legacy Infrastructure

CIO Business Intelligence

In the age of artificial intelligence (AI), how can enterprises evaluate whether their existing data center design can fully employ the modern requirements needed to run AI? There are major considerations as IT leaders develop their AI strategies and evaluate the landscape of their infrastructure. This blog examines: What is considered legacy IT infrastructure?

Strategy 143
article thumbnail

Revolutionizing Creative Sketch Generation with DCGAN

Analytics Vidhya

Introduction The domain of artificial intelligence has witnessed significant growth and expansion into creative sectors like sketching and doodling. In sketching, conventional AI approaches have mainly concentrated on imitating ordinary and real-life sketches. Still, recent developments in Generative Adversarial Networks (GANs) present an innovative perspective towards creative sketch production.

Analytics 309
article thumbnail

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?

article thumbnail

AI success depends on a culture of innovation

CIO Business Intelligence

In 2001, Steve Jobs called it as big a deal as the PC and venture capitalist John Doerr said it might be bigger than the internet. What revolutionary technology were they referring to? The Segway. You know, the personal transport device that flopped in the marketplace and became synonymous with mall security guards. The fanfare around artificial intelligence (AI) today is even bigger than the lofty talk about the Segway over twenty years ago.

Risk 141
article thumbnail

Guide to vLLM Using Gemma-7b-it

Analytics Vidhya

Introduction Everyone needs to have faster and reliable inference from the Large Language models. vLLM, a cutting-edge open source framework designed to simplify the deployment and management of large language models with very less throughput. vLLM makes your job easier by offering efficient and scalable tools for working with LLMs. With vLLM, you can manage […] The post Guide to vLLM Using Gemma-7b-it appeared first on Analytics Vidhya.

IT 302

More Trending

article thumbnail

What Are Foreign Keys in DBMS?

Analytics Vidhya

Introduction Keys are an important part of database management systems (DBMS) like SQL. They help in ensuring data integrity and establishing relationships between tables. Among the different SQL keys, the foreign key is what maintains the relational structure of the database. It links various data points across tables to ensure smooth database operations.

article thumbnail

Cybersecurity strategies for protecting data against ransomware and other threats

CIO Business Intelligence

Data volumes continue to expand at an exponential rate, with no sign of slowing down. For instance, IDC predicts that the amount of commercial data in storage will grow to 12.8 ZB by 2026. To watch 12.8 ZB worth of movies in 780p HD, you’d need to plant yourself in front of the TV for more than 154 million years. Protecting these ever-increasing volumes of data is a high priority, and while there are many different types of cybersecurity threats to enterprise data, ransomware dominates the field

Strategy 111
article thumbnail

Guide to SQL CREATE TABLE Statement and Table Operations

Analytics Vidhya

Introduction Imagine a filing cabinet for data, with drawers for different categories of information. The “CREATE TABLE” statement in SQL is like building a new drawer in that cabinet. You give it a name and define how you’ll organize the information inside, like separate sections for names, dates, and amounts. SQL also lets you copy […] The post Guide to SQL CREATE TABLE Statement and Table Operations appeared first on Analytics Vidhya.

Analytics 291
article thumbnail

Ahead of the curve on advanced cooling for AI & HPC

CIO Business Intelligence

Artificial intelligence (AI) and high-performance computing (HPC) have emerged as key areas of opportunity for innovation and business transformation. The challenge for IT leaders is to enable these high-density workloads with the right IT infrastructure, and increasingly the community is discussing advanced cooling technologies like liquid cooling.

Strategy 111
article thumbnail

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.

article thumbnail

Mastering the Not Equal Operator in SQL: Syntax, Usage, and Practical Examples

Analytics Vidhya

Introduction SQL is the most sought-after language for data manipulation and database management. It comes with a wide range of built-in functions catering to a variety of data editing tasks. In this article, I will introduce you to one of the main functions used in SQL – the NOT EQUAL operator. This fundamental tool in […] The post Mastering the Not Equal Operator in SQL: Syntax, Usage, and Practical Examples appeared first on Analytics Vidhya.

article thumbnail

Determining the best architecture for your CX platform

CIO Business Intelligence

Innovation with respect to the customer experience remains crucial as global CX technology spending grows year-over-year , including increased spending on generative AI, the cloud, and digital services. Yet this acceleration can aggravate business management and create fundamental business risk, especially for established enterprises. Without the right cloud architecture, enterprises can be crushed under a mass of operational disruption that impedes their digital transformation.

article thumbnail

Prompt Engineering for Game Development

Analytics Vidhya

Introduction The gaming industry is quickly changing, and integrating AI with creative design has resulted in prompt engineering. By meticulously creating and adjusting prompts, developers can efficiently communicate with AI systems to generate content, refine stories, and develop intricate character behaviors, saving time and resources. Prompt engineering is more than simply directing an AI; it’s […] The post Prompt Engineering for Game Development appeared first on Analytics Vidhya

Analytics 277
article thumbnail

Harness AI’s potential and navigate disruption with Digital Realty

CIO Business Intelligence

It may seem like artificial intelligence (AI) became a media buzzword overnight, but this disruptive technology has been at the forefront of our agenda for several years at Digital Realty. We’ve seen how the advent of cloud technology significantly transformed the landscape of digital business, and AI is set to disrupt industries in ways we are only beginning to understand.

article thumbnail

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.

article thumbnail

Stable Diffusion 3: Guide to the Latest Text-to-Image Model by Stability AI

Analytics Vidhya

Introduction Stability AI created the Stable Diffusion model, one of the most sophisticated text-to-image generating systems. It uses diffusion models, a subclass of generative models that produce high-quality images based on textual descriptions by iteratively refining noisy images. Overview What is the Stable Diffusion Model? A particular kind of deep learning model called stable diffusion […] The post Stable Diffusion 3: Guide to the Latest Text-to-Image Model by Stability AI appeared f

Modeling 264
article thumbnail

Desmontando mitos en torno a la IA y su impacto en el ámbito corporativo

CIO Business Intelligence

En el entorno empresarial actual, la inteligencia artificial (IA) se ha consolidado como una fuerza transformadora, prometiendo optimizar procesos, impulsar la innovación y abrir nuevas fronteras en la eficiencia operativa de las corporaciones. Sin embargo, a pesar de su enorme potencial, la adopción generalizada de esta herramienta en las empresas sigue siendo cuestionable, sobre todo en las pymes.

Software 105
article thumbnail

Is Jasprit Bumrah a Genius Bowler? Using AutoEncoders for Anomaly Detection in Cricket

Analytics Vidhya

Introduction During one of the cricket matches in the ICC World Cup T20 Championship, Rohit Sharma, Captain of Indian Cricket Team had applauded Jasprit Bumrah as Genius Bowler. I decided to run a experiment and test it out using data available publicly. Even though it is a fun project, I was pleasantly surprised by the […] The post Is Jasprit Bumrah a Genius Bowler?

Testing 203
article thumbnail

Sostenibilidad y tecnología, un binomio de futuro para el grupo bodeguero González Byass

CIO Business Intelligence

Rondan las 10 de la mañana cuando sobre la tarima colocan una mesa con dos copas de vino. Un poco pronto para dar cuenta de ellas, pensarán, no sin acierto, los miles de espectadores que esperan a que hablen los ponentes. Estamos en Barcelona, en el marco del evento Sapphire 2024 del gigante alemán de ERP, SAP, y a escena sale, acompañada del ejecutivo de la firma Scott Russell, Elisabet Braza, responsable de proyectos SAP en González Byass, el grupo bodeguero casi bicentenario –nace en 1835 en

article thumbnail

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.

article thumbnail

Geospatial Data Visualization Using Pydeck

Analytics Vidhya

Introduction Pydeck is a Python library that is by far the most powerful tool for creating an interactive map using Python. It works seamlessly with the PyData stack and Pandas, making it an easy-to-use option for plotting geospatial data. Pydeck is known for its feature of allowing us to create custom layers or even stack […] The post Geospatial Data Visualization Using Pydeck appeared first on Analytics Vidhya.

article thumbnail

Are data centers obsolete in the age of AI? Not on our watch…

CIO Business Intelligence

In my role as CTO, I’m often asked how Digital Realty designs our data centers to support new and future workloads, both efficiently and sustainably. How do we ensure that data centers built for the simple enterprise use case of web hosting can support the next generation of artificial intelligence (AI) workloads and the huge volumes of data that must be stored, transmitted, and processed?

article thumbnail

Building Your First ETL Pipeline with Bash

KDnuggets

Bash is a good choice for ETL due to its simplicity, flexibility, automation capabilities, and interoperability with other CLI tools. Get more info on putting together your first ETL script using Bash mainstay components.

IT 101
article thumbnail

Prosegur aúna tecnología y procesos bajo el paraguas Avos Tech

CIO Business Intelligence

Prosegur ha optado por i ntegrar en España su negocio de externalización de procesos y servicios tecnológicos (BPO, por sus siglas en inglés) bajo la marca Avos Tech. El propósito de esta decisión no es otro que aportar soluciones integrales de alto valor añadido basadas en desarrollos tecnológicos propios. Esta transición, que se completará en 2025 con la incorporación de las operaciones en Chile bajo la nueva marca, refleja la evolución de la propuesta de valor que incluye hoy soluciones de BP

Software 106
article thumbnail

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.

article thumbnail

Configure a custom domain name for your Amazon MSK cluster

AWS Big Data

Amazon Managed Streaming for Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. It runs open-source versions of Apache Kafka. This means existing applications, tooling, and plugins from partners and the Apache Kafka community are supported without requiring changes to application code.

article thumbnail

Cybersecurity and compliance take centre stage at IT Directors’ Dinner in London

CIO Business Intelligence

What is playing on the minds of senior IT executives confronted with the multiple challenges of cybersecurity and compliance? At a recent supper roundtable in London, convened by the endpoint and IT management vendor NinjaOne , attendees discussed some of the industry’s most complex issues. Yet throughout the evening, the common denominator was the need to reduce uncertainty and manage risk.

IT 98
article thumbnail

Understanding and Implementing Genetic Algorithms in Python

KDnuggets

Understanding what genetic algorithms are and how they can be implemented in Python.

119
119
article thumbnail

Qatar’s Ooredoo and Nvidia partners for AI expansion

CIO Business Intelligence

In a significant move towards advancing its digital infrastructure capabilities, Ooredoo Group has announced its partnership with NVIDIA, marking a pivotal step in fostering the AI revolution across the Middle East and North Africa (MENA) region. This collaboration solidifies Ooredoo’s commitment to becoming a leading digital infrastructure provider in the MENA region, leveraging NVIDIA’s cutting-edge accelerated computing platform.

article thumbnail

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.

article thumbnail

Unparalleled Productivity: The Power of Cloudera Copilot for Cloudera Machine Learning

Cloudera

In the fast-evolving landscape of data science and machine learning, efficiency is not just desirable—it’s essential. Imagine a world where every data practitioner, from seasoned data scientists to budding developers, has an intelligent assistant at their fingertips. This assistant doesn’t just automate mundane tasks but understands the intricacies of your workflows, anticipates your needs, and dramatically enhances your productivity at every turn.

article thumbnail

Sluggish genAI? Take a look at your NAS

CIO Business Intelligence

Generative AI (genAI) has unlocked new enterprise capabilities for organizations, be it delivering personalized customer experiences or enabling task automation. Driven by large language models (LLMs), genAI needs to ingest vast amounts of data and provide quick and accurate responses in split-second timings. But the effectiveness of genAI doesn’t only depend on the quality and quantity of its supporting data; ensuring genAI tools perform their best also requires adequate storage and compute spa

article thumbnail

Ways Data-Driven Businesses Can Prevent Data Overload

Smart Data Collective

Managing digital records is important for any business that wants to try to avoid data overload.

article thumbnail

Dubai appoints 22 Chief AI Officers in Government entities

CIO Business Intelligence

In a move aimed at bolstering its position as a global leader in technological innovation, the Dubai government has appointed 22 Chief AI Officers (CAIOs) across various governmental entities. This strategic initiative underscores Dubai’s commitment to harnessing artificial intelligence (AI) to revolutionize public services, streamline operations, and drive economic growth in the region.

article thumbnail

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.