Sat.Jan 11, 2025 - Fri.Jan 17, 2025

article thumbnail

Delivering Enterprise and Self-service Power BI with Microsoft Fabric

Paul Turley

The term "architecture" is more commonly used in the realm of data engineering and data warehouse project work, but the concept applies to BI and analytic reporting projects of all sizes. Like the architecture of a building, a complete Business Intelligence architecture contains the foundation and structure of your solution. Using the building analogy, a data platform can take on many forms, like a single-story cottage, a sprawling university campus or a towering skyscraper.

article thumbnail

External Data Supports More Accurate Planning

David Menninger's Analyst Perspectives

I recently completed the latest edition of our Business Planning Buyers Guide, which reviews and assesses the offerings of 14 providers of this software. One of the points that I look at is whether and to what extent the software provider offers out-of-the-box external data useful for forecasting, planning, analysis and evaluation. What I discovered is that the availability of this type of vital information is exceedingly slim.

Insiders

Sign Up for our Newsletter

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

article thumbnail

5 predictions for emerging ’25 technology trends

CIO Business Intelligence

Click on the TV or stream your latest newscast and there is a good chance youll hear AI mentioned in some fashion. Its clear AI remains prevalent today just as it has been for the past several years. To some consumers and businesses, alike it may appear companies are exaggerating the significance of this emerging technology. AI this, AI that The reality is that AI is here to stay and will play a massive role in the future of global technology, how consumers interact with it and the way busine

article thumbnail

7 Easy Ways to Make Passive Income with Large Language Models

KDnuggets

Looking for extra income? Here are 7 creative ways to use large language models for passive earnings!

Modeling 134
article thumbnail

Activating Intent Data for Sales and Marketing

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.

article thumbnail

How EUROGATE established a data mesh architecture using Amazon DataZone

AWS Big Data

This post is co-written by Dr. Leonard Heilig and Meliena Zlotos from EUROGATE. For container terminal operators, data-driven decision-making and efficient data sharing are vital to optimizing operations and boosting supply chain efficiency. Internally, making data accessible and fostering cross-departmental processing through advanced analytics and data science enhances information use and decision-making, leading to better resource allocation, reduced bottlenecks, and improved operational perf

IoT 90
article thumbnail

ML and AI Model Explainability and Interpretability

Analytics Vidhya

In this article, we dive into the concepts of machine learning and artificial intelligence model explainability and interpretability. We explore why understanding how models make predictions is crucial, especially as these technologies are used in critical fields like healthcare, finance, and legal systems. Through tools like LIME and SHAP, we demonstrate how to gain insights […] The post ML and AI Model Explainability and Interpretability appeared first on Analytics Vidhya.

Modeling 271

More Trending

article thumbnail

How I Would Learn Python in 2025 (If I Could Start Over)

KDnuggets

Ive been programming with Python for over 6 years now. But if I could start over, heres how Id go about learning Python in 2025.

139
139
article thumbnail

Building Inclusive Workplaces: HR Tech's Role in DEIB Transformation

David Menninger's Analyst Perspectives

Technology should be viewed as an enabler of program success for diversity, equity, inclusion and belonging, providing extended support that enables teams to expand their reach and ability to execute more complex business processes. AI-powered recruiting platforms, for example, help remove bias from the hiring process by analyzing job descriptions and identifying language that may unintentionally deter diverse candidates.

article thumbnail

Exploring AI Agents in Customer Experience with Navin Dhananjaya

Analytics Vidhya

In this Leading with Data, we explore the transformative journey of Navin Dhananjaya, Chief Solutions Officer at Merkle, as he shares key milestones, practical applications of generative AI, and future possibilities for AI agents. Discover how AI is reshaping customer experiences and the data science landscape. You can listen to this episode of Leading with […] The post Exploring AI Agents in Customer Experience with Navin Dhananjaya appeared first on Analytics Vidhya.

article thumbnail

Bridging the IT skills gap, Part 1: Assessing current strategies and introducing GenAI as a unified solution

CIO Business Intelligence

With advanced technologies like AI transforming the business landscape, IT organizations are struggling to find the right talent to keep pace. The gap between emerging technological capabilities and workforce skills is widening, and traditional approaches such as hiring specialized professionals or offering occasional training are no longer sufficient as they often lack the scalability and adaptability needed for long-term success.

Strategy 124
article thumbnail

Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.

article thumbnail

A Gentle Introduction to Rust for Python Programmers

KDnuggets

Rust is a systems programming language that offers high performance and safety. Python programmers will find Rust's syntax familiar but with more control over memory and performance.

137
137
article thumbnail

There Are Gaps in the CX Toolkit Waiting to Be Filled

David Menninger's Analyst Perspectives

The breadth of customer experience (CX) solutions created by software providers in recent years has expanded into new areas, usually related or adjacent to existing, more traditional toolkits. Most providers in the space began as more-or-less pure play contact center software providers, so the CX toolset starts with that set of technologies. Products are grounded in core functions for service delivery, like interaction handling, labor management and customer tracking.

article thumbnail

How Does Search-o1 Improve Logical Flow in AI Reasoning?

Analytics Vidhya

With every leap in AI, were stepping into a future where the capabilities of machines surpass what anyone could have imagined just a few years ago. Large Reasoning Models (like, OpenAI-o1 ) are sophisticated systems designed to tackle complex problems by breaking them into smaller, more manageable steps. These models dont just solve problems; they […] The post How Does Search-o1 Improve Logical Flow in AI Reasoning?

Modeling 279
article thumbnail

Companies look to sell off assets to pay for AI investments

CIO Business Intelligence

CIOs worried about where the money for new AI initiatives will come from may have some help on the way, with some companies apparently selling off non-core assets to pay for new AI projects. Nine of 10 CIOs surveyed by Gartner late last year expressed concerns that managing AI costs was limiting their ability to get value from AI. But some companies, particularly in the IT sector, now appear to be reevaluating their business models and will consider selling non-core lines of business and product

Sales 130
article thumbnail

Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

article thumbnail

10 Python One-Liners That Will Change Your Coding Game

KDnuggets

A not-to-be-missed list of elegant Python solutions to perform common programming and processing tasks in a single line of code.

134
134
article thumbnail

Cloudera Enables Hybrid Cloud Data and AI

David Menninger's Analyst Perspectives

Too often, enterprises find that data is distributed across multiple silos on-premises and in the cloud. More than two-thirds of participants in ISGs Market Lens Cloud Study are using a hybrid architecture involving both on-premises and cloud infrastructure for analytics and artificial intelligence deployments. Unifying data to achieve operational and analytic objectives requires complex data integration and management processes.

Metadata 130
article thumbnail

Multimodal Financial Report Generation (from a Slide Deck) using Llamaindex

Analytics Vidhya

In many real-world applications, data is not purely textualit may include images, tables, and charts that help reinforce the narrative. A multimodal report generator allows you to incorporate both text and images into a final output, making your reports more dynamic and visually rich. This article outlines how to build such a pipeline using: The […] The post Multimodal Financial Report Generation (from a Slide Deck) using Llamaindex appeared first on Analytics Vidhya.

Reporting 223
article thumbnail

Fast vs. slow: the real impact of AI adoption speed

CIO Business Intelligence

There are a lot of reasons to take a slow and careful approach to generative AI. The technology is changing quickly, so investing a lot of money in the wrong platform could end up costing a lot of money. Generative AI still has accuracy and safety problems, and the copyright issues havent yet been settled in the courts, all of which could create legal liabilities or other problems.

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

My Top Picks: 5 Free NLP Courses I’d Recommend for 2025

KDnuggets

Want to become an NLP pro by 2025? Check out these top free courses and learn from experts whove shaped the future of language models.

Modeling 132
article thumbnail

Juicebox recruits Amazon OpenSearch Service for improved talent search

AWS Big Data

This post is cowritten by Ishan Gupta, Co-Founder and Chief Technology Officer, Juicebox. Juicebox is an AI-powered talent sourcing search engine, using advanced natural language models to help recruiters identify the best candidates from a vast dataset of over 800 million profiles. At the core of this functionality is Amazon OpenSearch Service , which provides the backbone for Juiceboxs powerful search infrastructure, enabling a seamless combination of traditional full-text search methods with

article thumbnail

How to Access Phi-4 Using Hugging Face?

Analytics Vidhya

Microsoft’s Phi-4 model is available on Hugging Face, offering developers a powerful tool for advanced text generation and reasoning tasks. In this article, well walk you through the steps to access and use Phi-4, from creating a Hugging Face account to generating outputs with the model. Well also explore key features, including its optimized performance […] The post How to Access Phi-4 Using Hugging Face?

article thumbnail

Top diez prioridades para los CIO este 2025

CIO Business Intelligence

A medida que avanza el 2025, los CIO se enfrentan a un panorama de TI muy distinto al de hace apenas un ao. La inteligencia artificial (IA), que antes se consideraba una innovacin novedosa, ahora es algo comn y afecta a casi todos los aspectos de la empresa. En los prximos 12 meses, los lderes de TI pueden esperar an ms innovaciones, as como algunos desafos importantes.

ROI 119
article thumbnail

Predicting the Future of Sales: How AI and Automation Will Revolutionize Strategies

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.

article thumbnail

AI is Getting Smarter, But It Still Can’t Do My Data Science Job.

KDnuggets

A product data scientist breaks down why AI wont replace us anytime soon.

article thumbnail

Simplifying Cloud Database Management with Infrastructure Automation

Smart Data Collective

Streamline your operations! Discover how infrastructure automation can simplify cloud database management for efficiency and scalability.

article thumbnail

How to Build Agentic RAG with SmolAgents?

Analytics Vidhya

Building an Agentic Retrieval-Augmented Generation (RAG) system with SmolAgents enables the development of AI agents capable of autonomous decision-making and task execution. SmolAgents, a minimalist library by Hugging Face, facilitates the creation of such agents in a concise and efficient manner. In this article, we will go step by step to build the Agentic RAG […] The post How to Build Agentic RAG with SmolAgents?

Analytics 208
article thumbnail

Las empresas buscan vender activos para garantizar la inversión en IA

CIO Business Intelligence

Los CIO que estn preocupados por el origen del dinero para nuevas iniciativas de IA pueden recibir ayuda en camino, ya que algunas empresas aparentemente estn vendiendo activos no esenciales para pagar nuevos proyectos de IA. Nueve de cada diez CIO encuestados por Gartner a finales del ao pasado expresaron su preocupacin por el hecho de que la gestin de los costes de la inteligencia artificial (IA) estaba limitando su capacidad para obtener valor de la tecnologa.

Software 115
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

10 Essential SQL Commands for Data Analysis

KDnuggets

What are essential commands for data analysis in SQL? This article will answer this question by mentioning 10 SQL commands. As a bonus, well add some other SQL commands that are not that common but will certainly add flexibility to your analyses.

115
115
article thumbnail

Batch data ingestion into Amazon OpenSearch Service using AWS Glue

AWS Big Data

Organizations constantly work to process and analyze vast volumes of data to derive actionable insights. Effective data ingestion and search capabilities have become essential for use cases like log analytics, application search, and enterprise search. These use cases demand a robust pipeline that can handle high data volumes and enable efficient data exploration.

article thumbnail

Gudie on Prompting with DSPy

Analytics Vidhya

DSPy, or Declarative Self-improving Language Programs, revolutionizes how developers interact with Large Language Models (LLMs). By abstracting the intricacies of prompt engineering, it enables users to develop, test, and improve their apps more effectively and dependably. This comprehensive tutorial delves deeply into DSPy, offering thorough insights to assist you in getting started and creating potent […] The post Gudie on Prompting with DSPy appeared first on Analytics Vidhya.

Testing 222
article thumbnail

Saudi Arabia’s deep tech startup ecosystem thrives with focus on AI and IoT, fueling Vision 2030

CIO Business Intelligence

A recent report from the Ministry of Communications and Information Technology, King Abdullah University of Science and Technology, and consultancy firm Hello Tomorrow highlights the rapid growth of deep tech startups in Saudi Arabia, with 50% of these startups focusing on AI and IoT. These sectors are emerging as key drivers of innovation and investment in the Kingdom, with over 43 high-growth startups collectively raising more than 987 USD in funding.

IoT 119
article thumbnail

The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.