Trending Articles

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10 Business Applications of LLM Agents

Analytics Vidhya

Introduction Large language models or LLMs are a game-changer especially when it comes to working with content. From supporting summarization, translation, and generation, LLMs like GPT-4, Gemini, and Llama have made it simple to work with content and data. While these can be enough for us as individuals, companies need systems that produce actionable results […] The post 10 Business Applications of LLM Agents appeared first on Analytics Vidhya.

Modeling 249
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ACV, una herramienta táctica para mejorar la sostenibilidad de los ‘data center’

CIO Business Intelligence

En la actualidad, se estima que los centros de datos podrían estar representando entre el 1% y el 2% del volumen total de emisiones de dióxido de carbono (CO 2 ). Una cifra con una perspectiva al alza como consecuencia del crecimiento exponencial del uso de la inteligencia artificial (IA) generativa , cuya demanda no hace sino incrementar a pasos agigantados.

Reporting 110
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What Makes Microsoft Phi 3.5 SLMs a Game-Changer for Generative AI?

Analytics Vidhya

Introduction The newest model collection from Microsoft’s Small Language Models (SLMs) family is called Phi-3. They surpass models of comparable and greater sizes on a variety of benchmarks in language, reasoning, coding, and math. They are made to be extremely powerful and economical. With Phi-3 models available, Azure clients have access to a wider range […] The post What Makes Microsoft Phi 3.5 SLMs a Game-Changer for Generative AI?

Modeling 301
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Can the CIO role prevail over AI?

CIO Business Intelligence

According to a recent report from the AI-Enabled ICT Workforce Consortium, 92% of IT jobs will be transformed by AI to a moderate or high degree. But when it comes to senior-level jobs, 100% will see moderate transformation. And when it comes to business and management IT jobs, 63% were classified as “high transformation” due to AI. And online education company Pluralsight conducted a survey of IT professionals in the US and UK and found that 74% worried AI tools will make many of their daily sk

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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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10 Built-In Python Modules Every Data Engineer Should Know

KDnuggets

Interested in data engineering? Check out this round-up of built-in Python modules that'll come in handy for data engineering tasks.

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Meeting Net Zero Through Diversity, Equity and Inclusion in the Energy Sector

Jen Stirrup

The energy sector’s future is also the future of the planet, and conferences such as the Gastech Conference ( Reference ) are aimed at supporting initiatives and collaboration to meet the various challenges in the 21st century. Many factors are at stake, such as providing secure energy sources and clearing up the ‘energy debt’ to restore what humans have taken from the planet.

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Are IT certifications replacing the college degree?

CIO Business Intelligence

Ryan Williams Sr. applied for 51 jobs when was transitioning out of the US Air Force, landing an interview for the last of those open positions. Williams remembers that the hiring manager, a former US Marine, was particularly interested in his certifications. “He was very honest about what piqued his interest, which was my combination of the CISSP and PMP.

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How to Compute the Cross-Correlation Between Two NumPy Arrays

KDnuggets

Let's see how to perform cross-correlation in NumPy, a method for measuring the similarity or relationship between two sequences of data as one is shifted in relation to the other.

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Generative AI: Unlocking New Revenue Streams for Your Business

Smart Data Collective

Transform your business with generative AI! Learn how to unlock new revenue streams and drive growth through innovative solutions.

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Integrate sparse and dense vectors to enhance knowledge retrieval in RAG using Amazon OpenSearch Service

AWS Big Data

In the context of Retrieval-Augmented Generation (RAG), knowledge retrieval plays a crucial role, because the effectiveness of retrieval directly impacts the maximum potential of large language model (LLM) generation. Currently, in RAG retrieval, the most common approach is to use semantic search based on dense vectors. However, dense embeddings do not perform well in understanding specialized terms or jargon in vertical domains.

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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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Is Google’s Imagen 3 the Future of AI Image Creation?

Analytics Vidhya

Introduction Text-to-image synthesis and image-text contrastive learning are two of the most innovative multimodal learning applications recently gaining popularity. With their innovative applications for creative image creation and manipulation, these models have revolutionized the research community and drawn significant public interest. In order to do further research, DeepMind introduced Imagen.

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SAP CTO to step down after ‘inappropriate behavior’

CIO Business Intelligence

SAP CTO Juergen Mueller will step down from SAP’s executive board at the end of September. “I want to address an incident at a past company event where my behavior was inappropriate. I regret being inconsiderate and sincerely apologize to everyone affected. I recognize my behavior at that moment did not reflect our values at SAP. I take full responsibility and believe stepping down is best for the company.

Sales 126
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Using FastAPI for Building ML-Powered Web Apps

KDnuggets

A beginner tutorial on building a simple web application for machine learning model inference using FastAPI and Jinja2 templates.

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Ensuring Cybersecurity When Rolling Out IoT Across Your Business Operations

Smart Data Collective

Discover essential strategies to enhance cybersecurity while implementing IoT solutions in your business operations for safer connectivity.

IoT 88
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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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Accelerate data integration with Salesforce and AWS using AWS Glue

AWS Big Data

The rapid adoption of software as a service (SaaS) solutions has led to data silos across various platforms, presenting challenges in consolidating insights from diverse sources. Effective data analytics relies on seamlessly integrating data from disparate systems through identifying, gathering, cleansing, and combining relevant data into a unified format.

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Top 10 YouTube Channels to Learn Excel

Analytics Vidhya

Introduction Excel is indispensable for boosting productivity and efficiency across all the fields. The wide range of resources on YouTube can help learners of all levels find helpful tutorials specific to their needs. This article showcases ten top YouTube channels for learning Excel, with each channel providing distinct content and teaching methods to assist in […] The post Top 10 YouTube Channels to Learn Excel appeared first on Analytics Vidhya.

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Improving cloud ROI—and why CIOs are just the ones to do it

CIO Business Intelligence

Whatever the technology, chief information officers (CIOs) and other IT leaders have always been focused on delivering value. Yet it’s rare for any business leader not to say they wish they had a better ROI from their cloud spend. So why the disconnect? Here are some contributing factors: The impact of “Shadow IT,” a trend that grew steadily during the last decade as business groups implemented SaaS solutions with little IT involvement.

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Using FLUX.1 Locally

KDnuggets

Learn how to install Stable Diffusion WebUI Forge easily and set up the FLUX.1 [dev] model for local use on a laptop.

Modeling 119
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Provide Real Value in Your Applications with Data and Analytics

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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AI Technology is Revolutionizing File Transfer Security

Smart Data Collective

AI technology is going to be more important than ever in improving file transfer security as cyberattacks escalate.

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Picasso, Meet Python: Why Data Scientists Should Think Like Artists

Dataiku

This article was written by Mark Palmer, host of Executive Programs for Dataiku. Mark is a data and AI industry analyst for Warburg Pincus and a board member for six AI, data management, and data science companies. Time Magazine named him “A Tech Pioneer Who Will Change Your Life.” Mark is a LinkedIn Top Voice in Data Analytics.

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Real-Time App Performance Monitoring with Apache Pinot

Analytics Vidhya

Introduction In today’s fast-paced software development environment, ensuring optimal application performance is crucial. Monitoring real-time metrics such as response times, error rates, and resource utilization can help maintain high availability and deliver a seamless user experience. Apache Pinot, an open-source OLAP datastore, offers the ability to handle real-time data ingestion and low-latency querying, making it […] The post Real-Time App Performance Monitoring with Apache Pinot ap

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An Introduction to Explainable AI (XAI)

KDnuggets

Explainable AI (XAI) makes it easier to understand how AI decisions are made. This introduction explains what XAI is and why it matters.

IT 80
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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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Smarten Support Portal Updates – August – 2024!

Smarten

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles Datasets & Cubes : Blend Append : Merge monthly plan data with actual daily sales data and create plan vs actual data Access Rights, Roles & Permissions : Password patterns and configurations in Smarten Dashboards : Dashboard Creation Best Practices Predictive Use ca

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Harnessing the Power of Generative AI for Your Enterprise

Data Virtualization

Reading Time: 3 minutes Generative artificial intelligence (Generative AI) represents a transformative leap forward in AI, offering businesses unprecedented opportunities to innovate, optimize, and engage. This cutting-edge technology, capable of generating outputs such as text, images, music, and other media, is already reshaping industries. The post Harnessing the Power of Generative AI for Your Enterprise appeared first on Data Management Blog - Data Integration and Modern Data Management Art

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A Comprehensive Guide on Backtracking Algorithm

Analytics Vidhya

Introduction The backtracking algorithm is a next step in the problem solving algorithm to solve those problems incrementally and it is one of the most used methods in the computer science. It looks for a solution in a step by step manner with all available avenues explored before any strategy is thrown to the bin […] The post A Comprehensive Guide on Backtracking Algorithm appeared first on Analytics Vidhya.

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Thomas Meyer (IDC): “El CIO será cada vez más un líder empresarial, un comunicador, un vendedor, un socio y un mitigador de riesgos”

CIO Business Intelligence

Para Thomas Meyer, director general y vicepresidente de grupo de Investigación de IDC en EMEA , la aparición y masificación de la inteligencia artificial (IA) puede compararse con la aparición del fuego: poco a poco se van conociendo sus ventajas y beneficios, pero “hay que aprender a usarla, controlarla y asegurarse de que los demás no se quemen, ese es el papel del CIO ”.

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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

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Scalability Challenges & Strategies in Data Science

KDnuggets

Scaling data science projects can be difficult. This article explores challenges and strategies for managing large-scale data.

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Trusted, decision-grade data: What is it and why does it matter?

Anmut

Everyone is talking about AI, but what about the data it depends on? A month ago I attended the world’s largest gathering of management scholars – the Academy of Management conference – in Chicago. The meeting, which brings together over 10,000 academics, is always great fun and thought provoking. Many of the world’s leading thinkers attend to share their ideas and views about organisations and of management more generally.

IT 52
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Fundamentals of AI Automation

TDAN

Experts predict the AI market will grow from $184 billion in 2024 to $826 billion by 2030. And considering the wide range of use cases for AI tools, that’s not much of a surprise.

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Why Should You Explore Civitai for Fine-Tuning AI Models?

Analytics Vidhya

Introduction How cool would it be if there was a platform where your creative visions come to life with just a few clicks—a world where you can fine-tune cutting-edge AI models to craft stunning images uniquely yours? Welcome to Civitai, a vibrant platform dedicated to empowering creators by providing access to a vast and ever-growing […] The post Why Should You Explore Civitai for Fine-Tuning AI Models?

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Scan to Success: How to Leverage QR Codes for Offline and Online Marketing Power

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