Wed.Oct 30, 2024

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Classification of MRI Scans using Radiomics and MLP

Analytics Vidhya

Tumors, which are abnormal growths that can develop on brain tissues, pose significant challenges to the Central Nervous System. To detect unusual activities in the brain, we rely on advanced medical imaging techniques like MRI and CT scans. However, accurately identifying tumors can be complex due to their diverse shapes and textures, requiring careful analysis […] The post Classification of MRI Scans using Radiomics and MLP appeared first on Analytics Vidhya.

Analytics 270
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Are enterprises ready to adopt AI at scale?

CIO Business Intelligence

Whether it’s a financial services firm looking to build a personalized virtual assistant or an insurance company in need of ML models capable of identifying potential fraud, artificial intelligence (AI) is primed to transform nearly every industry. In fact, a recent Cloudera survey found that 88% of IT leaders said their organization is currently using AI in some way.

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Hands-On Multimodal Retrieval and Interpretability (ColQwen + Vespa)

Analytics Vidhya

Imagine trying to navigate through hundreds of pages in a dense document filled with tables, charts, and paragraphs. Finding a specific figure or analyzing a trend would be challenging enough for a human; now imagine building a system to do it. Traditional document retrieval systems often rely heavily on text extraction, losing critical context provided […] The post Hands-On Multimodal Retrieval and Interpretability (ColQwen + Vespa) appeared first on Analytics Vidhya.

Analytics 245
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The future of Gen AI in analytics

CIO Business Intelligence

As businesses increasingly rely on digital platforms to interact with customers, the need for advanced tools to understand and optimize these experiences has never been greater. Enter Gen AI, a transformative force reshaping digital experience analytics (DXA). Gen AI allows organizations to unlock deeper insights and act on them with unprecedented speed by automating the collection and analysis of user data.

Analytics 128
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State of AI in Sales & Marketing 2025

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

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Guide to Lightning-fast JAX

Analytics Vidhya

Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Meet JAX! Your new best friend in your machine learning, deep learning, and numerical computing journey. Think of it as NumPy with superpowers. It can automatically handle gradients, compile your code to run fast using JIT, and even run […] The post Guide to Lightning-fast JAX appeared first on Analytics Vidhya.

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Why ethical AI should be important to CIOs

CIO Business Intelligence

Salima Bhimani has been encouraging the responsible and ethical use of AI for several years as Alphabet’s first chief strategist and director for inclusive and responsible technology, business, and leaders from 2017 to 2023. At Google’s parent company, she worked with moonshot companies such as Waymo, Wing, and X, to shape sustainable businesses and global impact.

Strategy 131

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Overwhelmed cybersecurity teams need autonomous solutions

CIO Business Intelligence

Today, security teams worldwide are under immense pressure. They are inundated by increasingly potent cyber threats, especially as threat actors are now leveraging AI to enhance their attack strategies. Addressing intensifying threats The modern threat landscape consists of increasingly complex and varied attacks. Today’s cybercriminals are leveraging advanced techniques to breach security perimeters – ransomware attacks are more targeted, phishing campaigns are increasingly sophisticated, and a

Strategy 126
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Modernize your legacy databases with AWS data lakes, Part 2: Build a data lake using AWS DMS data on Apache Iceberg

AWS Big Data

This is part two of a three-part series where we show how to build a data lake on AWS using a modern data architecture. This post shows how to load data from a legacy database (SQL Server) into a transactional data lake ( Apache Iceberg ) using AWS Glue. We show how to build data pipelines using AWS Glue jobs, optimize them for both cost and performance, and implement schema evolution to automate manual tasks.

Data Lake 105
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Webinar: DataOps For Beginners – 2024

DataKitchen

“That should take two hours, not two months. Can’t your Data & Analytics Team go any faster?” “The executives’ dashboard broke! The data’s wrong! Can I ever trust our data?” If you’ve ever heard (or had) these complaints about speed-to-insight or data reliability, you should watch our webinar, DataOps for Beginners, on demand. DataKitchen’s VP Gil Benghiat breaks down what DataOps is (spoiler: it’s not just DevOps for data) and how DataOps can take your Data & Analytics factory fro

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Simplify data ingestion from Amazon S3 to Amazon Redshift using auto-copy

AWS Big Data

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze your data using standard SQL and your existing business intelligence (BI) tools. Tens of thousands of customers today rely on Amazon Redshift to analyze exabytes of data and run complex analytical queries, making it the most widely used cloud data warehouse.

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How to Achieve High-Accuracy Results When Using LLMs

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

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7 Computer Vision Projects for All Levels

KDnuggets

Each project, from beginner tasks like Image Classification to advanced ones like Anomaly Detection, includes a link to the dataset and source code for easy access and implementation.

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Digital authenticity: how to spot AI-generated content

CONTACT Software

In today’s digital age, we often question whether we can trust images, videos, or texts. Tracing the source of information is becoming more and more difficult. Generative AI accelerates the creation of content at an incredible pace.

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Oracle Advances its AI-Enabled Supply Chain Management Suite

David Menninger's Analyst Perspectives

Oracle announced significant updates to its Fusion Cloud Supply Chain & Manufacturing (SCM) software at the recently held Oracle Cloud World. The application suite includes procurement, inventory management, warehouse management, order management and transportation management. SCM tasks are mostly small-scale and repetitive, yet the processes they support are far from simple.

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Save Big with This Popular IBM Data Science Course

KDnuggets

Pursue career success with big savings on edX programs using code EDXSUCCESS24 at checkout.

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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

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!

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Expanding data analysis and visualization options: Amazon DataZone now integrates with Tableau, Power BI, and more

AWS Big Data

Amazon DataZone now launched authentication supports through the Amazon Athena JDBC driver, allowing data users to seamlessly query their subscribed data lake assets via popular business intelligence (BI) and analytics tools like Tableau, Power BI, Excel, SQL Workbench, DBeaver, and more. This integration empowers data users to access and analyze governed data within Amazon DataZone using familiar tools, boosting both productivity and flexibility.

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Improving AI Hallucinations: How RAG Enhances Accuracy with Real-Time Data

Analytics Vidhya

This article delves into Retrieval-Augmented Generation , an advanced AI technique that improves response accuracy by combining retrieval and generation capabilities. You’ll explore how RAG works by first retrieving relevant, up-to-date information from a knowledge base before generating responses, enabling it to provide more reliable and contextually relevant answers.

Analytics 208
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Streamline AI-driven analytics with governance: Integrating Tableau with Amazon DataZone

AWS Big Data

Amazon DataZone is a data management service that makes it faster and easier for customers to catalog, discover, share, and govern data stored across AWS, on premises, and from third-party sources. Amazon DataZone recently announced the expansion of data analysis and visualization options for your project-subscribed data within Amazon DataZone using the Amazon Athena JDBC driver.

Analytics 118
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Ways to ward off a doomed stakeholder management strategy

CIO Business Intelligence

While new technologies have shifted priorities, the need to manage stakeholders has not, says Krishna Prasad, CIO of technology services business UST. And with AI used in almost every part of the business, stakeholders have become much more tech savvy, reducing their dependency on IT departments. But as a result, anybody could then expose a lot of company data inadvertently.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.

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#ClouderaLife Employee Spotlight: Julia Ostrowski

Cloudera

In this Employee Spotlight, we sat down with Julia Ostrowski to learn about her time at Cloudera, what she loves about her job, her experience on both sides of Cloudera’s mentorship program, and her impressive volunteer work. Meet Julia Ostrowski Julia is the Director of Enterprise Entitlement at Cloudera and has been with the company since 2019, joining via Hortonworks.

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Top 3 considerations for choosing a digital experience analytics platform

CIO Business Intelligence

The impact of DXA on customer experience For product leaders, Digital Experience Analytics (DXA) has provided a transformative shift. It has freed them from the relentless cycle of crisis management, allowing them to focus on implementing meaningful enhancements to the customer experience. By providing visibility into where and why customers encounter roadblocks, DXA linked these insights directly to business impact, such as revenue opportunities.

Analytics 122
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Modernize your legacy databases with AWS data lakes, Part 3: Build a data lake processing layer

AWS Big Data

This is the final part of a three-part series where we show how to build a data lake on AWS using a modern data architecture. This post shows how to process data with Amazon Redshift Spectrum and create the gold (consumption) layer. To review the first two parts of the series where we load data from SQL Server into Amazon Simple Storage Service (Amazon S3) using AWS Database Migration Service (AWS DMS) and load the data into the silver layer of the data lake, see the following: Modernize your le

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Jorge González (Adolfo Domínguez): “Sentimos la transformación digital como un acompañamiento a la estrategia de negocio”

CIO Business Intelligence

Corría el año 1976 cuando el grupo Adolfo Domínguez S.A veía la luz en tierras gallegas, concretamente en Orense. Lo hacía de la mano del padre del famoso modisto e intelectual, con quien compartía nombre y vocación, tras transformar la anciana sastrería que regentaba bautizada como El Faro. Desde entonces han sido diversas las olas de transformación que el aclamado gigante del retail ha vivido, ahora, con la digitalización como punta de lanza.

B2B 119
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Enterprise ABM Marketing Tools: A Marketers Guide

Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.

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Siete señales de que es hora de modernizar sus sistemas informáticos

CIO Business Intelligence

La tecnología sigue avanzando a un ritmo vertiginoso. Eso es estupendo, porque un entorno informático sólido es necesario para aprovechar las últimas innovaciones y oportunidades de negocio. La mala noticia, sin embargo, es que la modernización de los sistemas informáticos requiere importantes inversiones financieras y de tiempo. Cuando se aborda adecuadamente, la modernización de aplicaciones y plataformas genera un valor inmenso y sitúa a las organizaciones por delante de su competencia, afirm

ROI 119
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How Celanese makes people central to its digital transformation

CIO Business Intelligence

Celanese operates more than 50 large manufacturing plants across 27 countries, and has made several significant acquisitions in recent years, including Dupont’s $11 billion mobility and materials (M&M) business. At the same time, the company is undergoing a massive digital transformation. Sameer Purao, who joined Celanese as CIO and CDO in 2021, is keeping the team and company focused by making change management a core competency of his team, and ensuring a focus on value, agility, and purpo

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La Oficina Europea de Patentes destinará 160 millones al desarrollo y mantenimiento de aplicaciones en el próximo lustro

CIO Business Intelligence

La Oficina Europea de Patentes (EPO, de sus siglas en inglés), institución intergubernamental que recibió más de 199.000 solicitudes de patentes en 2023 y es clave en el impulso de la innovación y el crecimiento económico en Europa, ha adjudicado el desarrollo y mantenimiento de sus aplicaciones a un consorcio de compañías liderado por la consultora española Altia y del que forman parte Bilbomática, an Altia Company, ARHS, SoftServe y SAM Solutions.

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5 digital tips for peak shopping season

CIO Business Intelligence

In 2023, we saw a surge in retail conversion rates during the holiday season, with many shoppers making purchases well in advance of Black Friday. This year only 24% of shoppers are planning to hold off on holiday purchases until Black Friday. To help your brand stay ahead, we’ve gathered some tips directly from Quantum Metric customers, who represent 40% of the worldwide internet users. 1.

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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.

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Mobile Benchmark: Are error rates hurting your mobile conversions?

CIO Business Intelligence

Quantum Metric’s latest mobile benchmark report, “ How Mobile Performance Builds Consumer Confidence ,” unpacks the concerns consumers have, the opportunities to grow mobile conversions, and how mobile can finally take center stage in the e-commerce world. Let’s dive into the highlights and what they could mean for your mobile strategy. The traffic-conversion paradox Mobile phones have become our constant companions, driving a staggering 73% of monthly online traffic across industries.

Metrics 109