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Advanced Vector Indexing Techniques for High-Dimensional Data

Analytics Vidhya

Introduction In the current data-focused society, high-dimensional data vectors are now more important than ever for various uses like recommendation systems, image recognition, NLP, and anomaly detection. Efficiently searching through these vectors at scale can be difficult, especially with datasets containing millions or billions of vectors. More advanced indexing techniques are needed as traditional methods […] The post Advanced Vector Indexing Techniques for High-Dimensional Data appea

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Avoiding Toxicity in Generative AI

David Menninger's Analyst Perspectives

As I’ve written recently , artificial intelligence governance is a concern for many enterprises. In our recent ISG Market Lens study on generative AI, 39% of participants cited data privacy and security among the biggest inhibitors to adopting AI. Nearly a third (32%) identified performance and quality (e.g., erroneous results), and an equal amount (32%) mentioned legal risk.

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Partial Functions in Python: A Guide for Developers

KDnuggets

In Python, functions often require multiple arguments, and you may find yourself repeatedly passing the same values for certain parameters. This is where partial functions can help. Python’s built-in functools module allows you to create partial functions.

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SAP faces probe in the US over alleged price fixing in government contracts

CIO Business Intelligence

German software giant SAP is under investigation by US officials for allegedly conspiring to overcharge the US government for its technology products over the course of a decade. The probe, led by the Department of Justice (DOJ), is focused on whether SAP and its reseller, Carahsoft Technology, colluded to fix prices on sales to the US military and other government entities, a Bloomberg report said.

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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

Contractors today are navigating a market with 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. It integrates these digital solutions into everyday workflows, turning raw data into actionable insights.

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How to track Amazon OpenSearch Service domain-level cost

AWS Big Data

Amazon OpenSearch Service is a managed service that makes it easy to deploy, operate, and scale OpenSearch domains in AWS to perform interactive log analytics, real-time application monitoring, website search, and more. Understanding OpenSearch service spend per domain is crucial for effective cost management, optimization, and informed decision-making.

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Efficient Human Posture Estimation: A Step-by-Step Guide with Active Display Control

Analytics Vidhya

Introduction Within the domain of computer vision, Human Posture Estimation stands as a captivating field with applications extending from increased reality and gaming to mechanical autonomy and healthcare. This article sheds light on the complexities of human posture estimation, its significance, fundamental advances, and striking applications. Posture estimation, an intriguing field inside computer vision, includes […] The post Efficient Human Posture Estimation: A Step-by-Step Guide wit

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How to Calculate Eigenvalues and Eigenvectors with NumPy

KDnuggets

NumPy is a powerful Python library, which supports many mathematical functions that can be applied to multi-dimensional arrays. In this short tutorial, you will learn how to calculate the eigenvalues and eigenvectors of an array using the linear algebra module in NumPy. Calculating the Eigenvalues and Eigenvectors in NumPy In order to explore.

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Deepfakes break through as business threat

CIO Business Intelligence

Deepfakes targeting enterprise financial data used to be a hypothetical concern, but that’s no longer the case, as criminal deepfakers now target more than a quarter of all companies, according to a recent survey. About 15% of executives say cybercriminals have targeted their companies’ financial or accounting data using deepfakes at least once in the past year, while another 11% say they’ve seen multiple deepfake scams.

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The Role of Data Protection Regulations for Data-Driven Brands

Smart Data Collective

Data-driven companies need to follow big data regulations carefully if they want to avoid legal hassles.

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A Comprehensive Guide to Building Multimodal RAG Systems

Analytics Vidhya

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have become the de-facto standard for building intelligent AI assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of large language models (LLMs). One of the key advantages of RAG systems is you can easily integrate your own data and augment […] The post A Comprehensive Guide to Building Multimodal RAG Systems appeared first on Analytics Vidhya.

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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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Generative AI: Transformative Technology Or Big Disappointment?

Martha Bennett

Let me tell you about my recent podiatrist appointment. No, not the medical bit (which is boring), but the podiatrist’s use of generative AI. Like me, he’s not the youngest, but his enthusiasm for the solution he’s using was palpable.

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How to Import Data into BigQuery

KDnuggets

Data come from everywhere, and the number of origins, sources, and formats under which valuable data may appear underscores the need for database management tools capable of loading data from multiple sources. This tutorial illustrates how to load datasets from different formats and sources into Google BigQuery. All the prerequisites we need are having registered.

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AI could be taken over by a few multinationals, warns UN

CIO Business Intelligence

The United Nations’ High-Level Advisory Body on Artificial Intelligence, created last year to address AI governance issues, has made seven recommendations to address the risks with this technology in its first report, just published. The document, entitled Governing AI for humanity , highlights the importance of creating a global dialogue — the European Union is one of the few to have acted with its EU AI Act — by building a global fund that addresses differences in capacity and collaboration an

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Generative AI With Dataiku: What’s New and What’s Next

Dataiku

Six months ago, we shared an essential update on Dataiku's journey into the world of Generative AI — a journey that has only gained momentum since. Back in February, we saw the early stages of this transformative technology being adopted by our customers, with 83% of AI leaders already experimenting with Generative AI. Today, those experiments have matured into sophisticated, production-level implementations that are reshaping industries and redefining business strategies.

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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.

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How to Integrate Google Gemini into Tableau Dashboards?

Analytics Vidhya

Introduction Tableau is a powerful and advanced visualization tool. It covers the whole visual development lifecycle. Starting with Tableau Prep Builder, you can effectively clean, transform, and source data under one roof. Tableau Desktop then presents this data to tell a story, while Tableau Server allows you to share these visuals with the intended audience. […] The post How to Integrate Google Gemini into Tableau Dashboards?

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Leveraging Commerce Media & Data Analytics in Ecommerce

Smart Data Collective

Ecommerce businesses should use data analytics to bolster their commerce media strategy.

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How (and Why) To Create Custom Exceptions in Python

KDnuggets

In Python, you can use exceptions to anticipate and handle errors that disrupt the normal flow of a program. While Python offers many built-in exceptions—common exceptions like ValueError, TypeError, and KeyError—there are cases where custom exceptions are necessary for handling unique error conditions specific to your application. Creating custom exceptions improves both code readability and.

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ServiceNow certificate error disrupts operations for hundreds of organizations

CIO Business Intelligence

Enterprise cloud vendor ServiceNow faced widespread customer frustration after a root certificate error disrupted services for over 600 organizations. The issue began early Monday morning when a key SSL certificate expired and affected the company’s Management, Instrumentation, and Discovery (MID) Server, leaving users unable to integrate applications, access updates, and manage critical operations.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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What’s the Difference between Clustered Bars and Dumbbell Dots??

Depict Data Studio

Maybe you’re already familiar with dot plots… Maybe you’re already using them… Maybe you can make ’em in your sleep… Or maybe you have no idea what I’m even talking about! (If that’s the case, stick around! This video is for you.) You’ll learn about the differences between clustered bar charts and dot plots.

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Automating Data Quality Checks with Dagster and Great Expectations

Analytics Vidhya

Introduction Ensuring data quality is paramount for businesses relying on data-driven decision-making. As data volumes grow and sources diversify, manual quality checks become increasingly impractical and error-prone. This is where automated data quality checks come into play, offering a scalable solution to maintain data integrity and reliability. At my organization, which collects large volumes of […] The post Automating Data Quality Checks with Dagster and Great Expectations appeared fi

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How Corios and Dataiku Help Enterprises Migrate From SAS

Dataiku

This blog post was guest-written by Robin Way , Founder and CEO of Corios, and Austin Barber , VP of Enterprise Sales at Corios. As enterprises face the rise of new technologies that require fast adaptation, the pressure to modernize their analytics infrastructure is mounting. Corios offers a comprehensive solution, allowing organizations to transition their data, workloads, and users from SAS into the Dataiku environment.

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VoiceChat with Your LLMs using AlwaysReddy

KDnuggets

Rapid development is happening around us, and one of the most interesting aspects of this evolution is artificial intelligence's ability to communicate through natural language with humans. Suppose you want to communicate with some LLM running on your computer without switching between applications or windows, just by using a voice hotkey. This is exactly what.

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Enhance Customer Value: Unleash Your Data’s Potential

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.

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Thinking of building your own AI agents? Don’t do it, advisors say

CIO Business Intelligence

Agentic AIs, a form of technology designed to run specific functions within an organization without human intervention, are gaining traction as enterprises look to automate business workflows, augment the output of human workers, and derive value from generative AI. Analyst firm Forrester named AI agents as one of its top 10 emerging technologies this year, but it has a warning for companies focused on adopting them: Don’t go it alone.

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5 Ways AI-Driven Video Chats Are More Collaborative

Smart Data Collective

AI technology has led to major breakthroughs in video technology, which can make video chats great for team collaboration.

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DataGemma: Grounding LLMs Against Hallucinations

Analytics Vidhya

Introduction Large Language Models are rapidly transforming industries—today, they power everything from personalized customer service in banking to real-time language translation in global communication. They can answer questions in natural language, summarize information, write essays, generate code, and much more, making them invaluable tools in today’s world.

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Execs Back to School With the Dataiku GenAI Field Trip

Dataiku

Last week, a select group of executives traded their ties for Trapper Keepers as they embarked on the Exec Connect GenAI Field Trip in Boston. The vibe? A nostalgic "back to school" atmosphere, complete with debate club, lectures, classrooms, and a spirit of curiosity. But instead of history or algebra, the subject of the day was (what else?) Generative AI — a topic as fresh and uncharted as it gets in the world of the enterprise.

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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.

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7 Free Online Python REPLs

KDnuggets

Running Python code directly in your browser is incredibly convenient, eliminating the need for Python environment setup and allowing instant code execution without dependency or hardware concerns. I am a strong advocate of using a cloud-based IDE for working with data, machine learning, and learning Python as a beginner. It helps you learn programming and.

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EU rules stifle AI innovation, claims Meta letter

CIO Business Intelligence

The European Union risks becoming an artificial intelligence backwater thanks to a “fragmented and unpredictable” regulatory environment that is damaging the technology’s development. That’s according to a blunt open letter and newspaper advertisement signed by 49 executives, researchers and industry organizations, notably including the CEOs of SAP, Spotify, and Ericsson.

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3 Steps to Bridge the Last Mile of Data

Juice Analytics

What does it take to bridge the “Last Mile of Data”? In this presentation, shared at Cayuse’s Connect Conference, provides a simple framework to help focus your efforts. It was inspired by the analysts who are constantly frustrated in their attempts to deliver data insights to make an impact.

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Popular LLM Agent Tools for Customer Query Management

Analytics Vidhya

Introduction Today, the world of customer query management is moving at an unprecedented pace, with new tools making headlines every day. Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

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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