Analytics Vidhya

SEPTEMBER 25, 2024

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

Analytics 259

Analytics 259

David Menninger's Analyst Perspectives

SEPTEMBER 24, 2024

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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Risk Marketing Enterprise Machine Learning 144

KDnuggets

SEPTEMBER 26, 2024

Are you an aspiring data scientist or early in your data science career? If so, you know that you should use your programming, statistics, and machine learning skills—coupled with domain expertise—to use data to answer business questions. To succeed as a data scientist, therefore, becoming proficient in coding is essential. Especially for handling and analyzing.

Data Science 138

Data Science Statistics Machine Learning 138

The Data Visualisation Catalogue

SEPTEMBER 26, 2024

Also known as a Cophylo Plot or Co-phylogeny Plot. A Tanglegram is a visualisation that consists of two Dendrogram trees displayed side-by-side that share the same set of leaves. Connection lines are drawn between these leaves to show the matches between the two trees. As a visualisation method, Tanglegrams are often implemented to compare and display the concordance (similarity of traits) between two datasets of hierarchical clustering.

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Snapshot Data Processing Visualization 79

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.

Data-driven

CIO Business Intelligence

SEPTEMBER 26, 2024

Coding assistants have been an obvious early use case in the generative AI gold rush, but promised productivity improvements are falling short of the mark — if they exist at all. Many developers say AI coding assistants make them more productive, but a recent study set forth to measure their output and found no significant gains. Use of GitHub Copilot also introduced 41% more bugs, according to the study from Uplevel, a company providing insights from coding and collaboration data.

Measurement 143

Measurement Software Testing Data-driven 143

Smarten

SEPTEMBER 26, 2024

Analytics Solutions Should Include Key Influencer Analytics! What is Key Influencer Analytics ? Simply put, Key Influencer Analytics is an analytical technique that helps the user analyze and understand the various factors affecting an outcome, what variables impact the metric, and the ranking of those factors. Key Influencer Analytics takes the guesswork out of decisions by clearly illustrating what factors influence success of a pricing strategy, a business location choice, a marketing campaig

Analytics 69

Analytics Metrics Marketing Machine Learning 69

Smart Data Collective

SEPTEMBER 25, 2024

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

Technology 83

Technology Marketing 83

Dataiku

SEPTEMBER 25, 2024

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.

Enterprise 52

Enterprise Sales Business Analytics Technology 52

Analytics Vidhya

SEPTEMBER 24, 2024

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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Dashboards Visualization Analytics IT 317

CIO Business Intelligence

SEPTEMBER 26, 2024

Perhaps the most exciting aspect of cultivating an AI strategy is choosing use cases to bring to life. This is proving true for generative AI, whose ability to create image, text, and video content from natural language prompts has organizations scrambling to capitalize on the nascent technology. To that end, you IT leaders are grappling with some critical questions as they pursue GenAI application development.

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Strategy Modeling Consulting Sales 132

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.

Sales

KDnuggets

SEPTEMBER 27, 2024

Large language models (LLMs) have transformed, and continue to transform, the AI and machine learning landscape, offering powerful tools to improve workflows and boost productivity for a wide array of domains. I work with LLMs a lot, and have tried out all sorts of tools that help take advantage of the models and their potential.

Machine Learning 124

Machine Learning Modeling 124

Cloudera

SEPTEMBER 27, 2024

Cloudera customers understand the potential impact of data, analytics, and AI on their respective businesses — reducing costs, managing risk, improving customer satisfaction, and generating new business opportunities that help to increase market share. But, what is the ultimate impact of all this effort and investment on each of us in our daily lives?

Interactive 92

Interactive Data-driven Risk Data Analytics 92

Analytics Vidhya

SEPTEMBER 26, 2024

Introduction A few months ago, Meta released its AI model, LLaMA 3.1(405 Billion parameters), outperforming OpenAI and other models on different benchmarks. That upgrade was built upon the capabilities of LLaMA 3, introducing improved reasoning, advanced natural language understanding, increased efficiency, and expanded language support. Now, again focusing on its “we believe openness drives innovation […] The post Getting Started With Meta Llama 3.2 appeared first on Analytics Vidhya.

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Modeling Analytics IT 256

CIO Business Intelligence

SEPTEMBER 26, 2024

Microsoft will end product support and updates for Dynamics GP, its legacy enterprise resource planning (ERP) product for small and medium businesses, on September 30, 2029, the company announced on Tuesday. Security patches will continue to be provided for another 18 months, until April 30, 2031. Customers have had plenty of warnings about the product’s retirement.

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Risk Strategy Enterprise Software 126

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.

Modeling

KDnuggets

SEPTEMBER 24, 2024

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.

Machine Learning 117

Machine Learning IT 117

AWS Big Data

SEPTEMBER 26, 2024

In today’s rapidly evolving digital landscape, enterprises across regulated industries face a critical challenge as they navigate their digital transformation journeys: effectively managing and governing data from legacy systems that are being phased out or replaced. This historical data, often containing valuable insights and subject to stringent regulatory requirements, must be preserved and made accessible to authorized users throughout the organization.

Data Governance 89

Data Governance Enterprise Management Data Lake 89

Analytics Vidhya

SEPTEMBER 27, 2024

Introduction With the growing number of LLMs like GPT-4o, LLaMA, and Claude, along with many more emerging rapidly, businesses’ key question is how to choose the best one for their needs. This guide will provide a straightforward framework for selecting the most suitable LLM for your business requirements. It will cover crucial factors like cost, […] The post How to Pick the Right LLM for Your Business?

Analytics 237

Analytics IT Modeling 237

CIO Business Intelligence

SEPTEMBER 26, 2024

By now, many business leaders understand how generative AI (GenAI) can dramatically reshape markets and industries and are moving quickly to harness its transformative power. But even as adoption surges, few companies have successfully leveraged the tool to take the lead. That’s because significant challenges persist in leveraging GenAI’s large language models (LLMs).

Enterprise 124

Enterprise Data-driven Risk Testing 124

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.

Management

KDnuggets

SEPTEMBER 27, 2024

While one can argue that Europe’s cautious regulatory approach might hinder innovation and competition in AI compared to more permissive regions like the US and China, the challenge is more nuanced.

Risk 107

Risk Technology 107

Cloudera

SEPTEMBER 23, 2024

We’re more than a week into Hispanic Heritage Month, which started on September 15 and continues through October 15. This month is an annual celebration in the United States that honors the contributions, culture, and achievements of Hispanic and Latinx Americans. Over the next few weeks, we’ll be gathering with fellow Clouderans to reflect on and celebrate, the achievements of the Hispanic and Latinx communities here in the U.S. and across the globe.

Data Processing 92

Data Processing Testing IT 92

Analytics Vidhya

SEPTEMBER 23, 2024

Introduction In the dynamic realm of artificial intelligence, innovation never stands still, and new models continuously emerge, vying for attention and application. Among the latest breakthroughs are Mistral Large 2 and Anthropic’s Claude 3.5 Sonnet, each representing distinct approaches to harnessing AI’s potential. Mistral Large 2 focuses on performance and versatility, promising to handle a […] The post Mistral Large 2 vs Claude 3.5 Sonnet: Performance, Accuracy, and Effici

Modeling 257

Modeling Analytics 257

CIO Business Intelligence

SEPTEMBER 27, 2024

AI has become a sort of corporate mantra, and machine learning (ML) and gen AI have become additions to the bigger conversation. The role of CIO, especially, has had to adapt accordingly, as demonstrated by Euronics, the Amsterdam-based international electrical retail association. Here, the work of digital director Umberto Tesoro started from the need to better use digital data to create a heightened customer experience and increased sales.

Management 123

Management IT Cost-Benefit Testing 123

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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.

Visualization

KDnuggets

SEPTEMBER 26, 2024

The launch of foundational models, popularly called Large Language Models (LLMs), created new ways of working – not just for the enterprises redefining the legacy ways of doing business, but also for the developers leveraging these models. The remarkable ability of these models to comprehend and respond in human-like language has given rise to.

Modeling 103

Modeling Enterprise 103

Ontotext

SEPTEMBER 26, 2024

Even the best database depends on running on solid hardware. And the cloud gives you flexibility at a reasonable price. We have already explained how to deploy GraphDB in a generic environment and on Azure. Ontotext does not stop here, of course. We collaborate with AWS as well. This post will guide you through deploying GraphDB in your AWS account using our Terraform scripts.

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Snapshot Testing Dashboards Enterprise 59

Analytics Vidhya

SEPTEMBER 26, 2024

Introduction Nvidia launched the latest Small Language Model (SLM) called Nemotron-Mini-4B-Instruct. SLM is the distilled, quantized, fine-tuned version of the larger base model. SLM is primarily developed for speed and on-device deployment.Nemotron-mini-4B is a fine-tuned version of Nvidia Minitron-4B-Base, which was a pruned and distilled version of Nemotron-4 15B.

Modeling 244

Modeling Optimization Analytics 244

CIO Business Intelligence

SEPTEMBER 25, 2024

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.

Sales 122

Sales Software Reporting Technology 122

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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.

IT

KDnuggets

SEPTEMBER 23, 2024

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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Smart Data Collective

SEPTEMBER 25, 2024

The growing demand for AI technology has led to new career opportunities for software engineers.

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Software Technology IT 80

Analytics Vidhya

SEPTEMBER 27, 2024

RAG is an abbreviation of Retrieval Augmented Generation. Let’s breakdown this term to get a clear overview of what RAG is: R -> Retrieval A -> Augmented G -> Generation So basically, the LLM that we use today is not up to the date. If I ask a question to a LLM let’s say ChatGPT, […] The post 5 Days Roadmap to Learn RAG appeared first on Analytics Vidhya.

Analytics 230

Analytics 230

CIO Business Intelligence

SEPTEMBER 26, 2024

The retail landscape has undergone massive shifts in recent years to adopt self-checkout systems. But major retailers like Walmart, Target, and Dollar General are starting to phase out self-check in some locations because they’ve contributed to higher rates of shoplifting and inventory loss. But is this the beginning of the end for self-checkouts? Some industry experts believe the pull-back is only temporary, and the future for self-checkout is bright — as soon as new technologies begin to be de

IT 119

IT Manufacturing IoT Cost-Benefit 119

Speaker: Corey Daugherty, Head of Business Development at Flowcode & Georgette Malitsis, Senior Customer Success Manager, Enterprise at Flowcode

Let's explore the transformative power of QR codes in bridging offline and online marketing worlds. 📲 This new webinar featuring Corey Daugherty and Georgette Malitsis of Flowcode will dive into how innovative QR technology not only enhances traditional marketing strategies, but also drives meaningful customer engagement and analytics. Register today to gain practical knowledge on using QR codes to increase conversion rates, optimize customer journeys, and ultimately unlock a new realm o

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